United States v. Frank Nucera, Jr. ( 2023 )


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  •                                           PRECEDENTIAL
    UNITED STATES COURT OF APPEALS
    FOR THE THIRD CIRCUIT
    _____________
    No. 21-2115
    UNITED STATES OF AMERICA
    v.
    FRANK NUCERA, JR.,
    Appellant
    _____________________________________
    On Appeal from the United States District Court
    for the District of New Jersey
    (District Court No.: 1-17-cr-00532-001)
    District Judge: Hon. Robert B. Kugler
    _____________________________________
    Argued November 7, 2022
    (Filed May 5, 2023)
    Before: JORDAN, SCIRICA, and RENDELL, Circuit
    Judges.
    Rocco C. Cipparone, Jr.,Esq.        [Argued]
    Rocco C. Cipparone, Jr.,
    Law Offices
    157 Bridgeton Pike
    Suite 200-320
    Mullica Hill, NJ 08062
    Counsel for Appellant
    Sabrina G. Comizzoli, Esq.       [Argued]
    Mark E. Coyne, Esq.
    Office of United States Attorney
    970 Broad Street
    Room 700
    Newark, NJ 07102
    Counsel for Appellees
    _________
    OPINION OF THE COURT
    _________
    RENDELL, Circuit Judge.
    Trial evidence often divides jurors. In a trial about race
    with jurors of different races, that division can be explosive.
    Frank Nucera, Jr. says those divisions ran so deep in his trial
    that they tainted the verdict, and he seeks a new trial or an
    evidentiary hearing to probe what happened. To support his
    claim, Nucera offers only post-verdict affidavits from jurors
    who say they experienced racial vitriol, intimidation, and other
    misconduct that occurred during the jury deliberations.
    2
    When parties challenge a verdict, Federal Rule of
    Evidence 606(b) bars a court from considering a juror’s
    statement or affidavit unless it satisfies either an exception in
    the Rule or a constitutional exception created by the Supreme
    Court in Peña-Rodriguez v. Colorado, 
    580 U.S. 206
     (2017),
    for evidence of racial bias. But the latter exception is narrow
    and specific: it requires a clear statement that a juror voted for
    conviction based on racial animus toward, or stereotypes
    about, the defendant.
    Nucera was charged with committing a hate crime,
    depriving another of his civil rights, and making false
    statements to the FBI, all associated with actions he took as a
    police officer arresting a man named Timothy Stroye. His
    evidence of purported juror misconduct shows heated
    deliberations with racial tensions playing a major role.
    Credibility determinations were crucial, and jurors divided
    deeply over whom and what to believe. But none of his
    evidence satisfies the exceptions in Rule 606(b). Nor does it
    show that what happened here fits the exception in Peña-
    Rodriguez. Lacking the clear statement that Peña-Rodriguez
    requires, Nucera urges that we should widen the exception to
    include the conduct here. That we cannot do. So we will affirm
    the District Court’s denial of Nucera’s motion for a new trial,
    and an evidentiary hearing, based on juror misconduct.
    We will also affirm the District Court’s ruling that
    limited Nucera’s use of the victim’s out-of-court statement and
    3
    the Court’s later instructions to the jury about unanimity.1 But
    we agree with Nucera that the District Court erred in
    sentencing him, so we will vacate the District Court’s
    sentencing order and remand for further proceedings consistent
    with this opinion.
    I.     NUCERA ’S TRIAL
    A.     Jury Selection
    When the trial began, the District Court conducted voir
    dire of potential jurors and briefly described some of the
    evidence jurors would hear in the case. Jurors would “hear
    testimony that the defendant Mr. Nucera used racial epithets
    [that] included the N-word.” App. 149. And they would hear
    Nucera “allegedly used excessive force” against a Black man
    named Timothy Stroye during Stroye’s arrest because Nucera
    was “racially motivated” to do so. App. 149. So the District
    Court stressed the need for jurors to decouple “[Nucera’s]
    use of . . . the racial epithets” from the allegations of
    “excessive force [and] racial motivation” because Nucera’s
    bad language was not “in and of itself a crime.” App. 149–50.
    On the second day of jury selection, the District Court
    and the parties questioned Pamela Richardson, a Black woman
    and former pharmaceutical sales rep who retired because of a
    long-term disability. Like other prospective jurors, Richardson
    1
    As we discuss below, the District Court excluded the
    statement itself but allowed Nucera to allude to certain facts it
    contained without attributing it to any specific individual.
    4
    had provided over 100 written responses to a questionnaire
    from the parties that explored various subjects, including her
    personal experiences with racism, her feelings about members
    of law enforcement, and her ability to be impartial.
    The responses revealed that Richardson had a “relative
    or close friend” who had been “charged with [a] crime or been
    the subject of [an] investigation[.]” App. 134. But she denied
    that the matter would “affect [her] ability to be fair and
    impartial” or “otherwise make it difficult for [her] to sit as a
    juror in [the] case.” App. 134. Richardson also responded
    “yes” to a question which asked if she believed someone who
    uses “racially charged derogatory words” was “inclined to act
    with physical aggression as well.” App. 141. But under
    questioning by the Court and counsel, she explained that
    people in a professional setting would stop to think “oh, my
    pension, my kids, my house, am I willing to put that on the line
    to become violent, and most [of those] people [would not].”
    App. 155.
    Lastly, she described incidents involving her sons being
    stopped by police, but she denied holding a “grudge” against
    the police for what happened. App. 152. She then explained the
    complexities of how she had to interpret what her sons told her
    based on their personalities, their ages, and her relationship
    with them. And when the District Court asked if the incidents
    would affect her view of the evidence, Richardson said they
    would not. The District Court seated Richardson without
    objection.
    5
    B.     The Trial Evidence
    The Government’s case against Nucera centered on his
    alleged assault of Stroye, during an arrest. A grand jury
    returned an indictment charging Nucera with three offenses:
    one count of committing a hate crime, in violation of 
    18 U.S.C. § 249
    (a)(1), another count of depriving a person of civil rights,
    in violation of 
    18 U.S.C. § 242
    , and a third count for later
    making a false statement to the FBI about what happened, in
    violation of 
    18 U.S.C. § 1001
    (a)(2).
    Nucera’s trial began on September 20, 2019. Jurors
    learned that he served as both the Chief of the Bordentown
    Township Police Department (BTPD) and the Township’s
    Business Administrator. On September 1, 2016, officers under
    Nucera’s command responded to a local hotel manager’s
    complaint that Timothy Stroye, a Black man, was staying in a
    room he had not paid for and was using the swimming pool.
    The jury heard evidence from Captain Shawn Mount that he
    and Detective Sergeant Salvatore Guido arrived first,
    confronting Stroye and his girlfriend on the first floor. Ignoring
    commands to stop for questioning, both Stroye and his
    girlfriend used a nearby stairwell to go up to the second floor.
    A short time later in the second floor hallway, Mount and
    Stroye soon found themselves locked in combat for several
    minutes before Stroye finally went to the ground, just as
    backup officers from BTPD and other nearby departments
    came to help Mount make the arrest.
    When the dust settled, officers patted Stroye down,
    handcuffed him, and led him to the nearest stairway. Sergeant
    6
    Nathan Roohr testified that he stood behind Stroye when, a
    short time later, Nucera approached from behind, “lunged his
    hand forward,” grabbed Stroye’s head “like a basketball and
    slammed it into the metal doorjamb” separating the hallway
    from the stairwell. Supp. App. 266–67. Roohr said the impact
    was so hard that it made a “loud thud.” Supp. App. 267.
    Guido had a different vantage point. He testified that he
    first took Stroye’s girlfriend into custody, then he led Stroye
    out of the hallway. Guido put the handcuffed Stroye in “an
    escort position” by “linking up” his left arm and Stroye’s right
    arm so the two could enter the stairway together. Supp. App.
    777–78. Guido remembered that Stroye was agitated and
    spewing profanities but posed no physical threat to anyone.
    Stroye “hesitated” at the entrance, so Guido “[ga]ve him a
    little, little nudge to get through the door[.]” Supp. App. 779.
    Guido testified that, at that moment, he felt a “force from
    behind” and then saw “Chief Nucera’s arm in [his] peripheral
    vision . . . pushing the back of Mr. Stroye through the door.”
    Supp. App. 779.
    Guido testified that the doorway had limited space, so
    the force Nucera used was enough to cause him and Stroye to
    strike opposite sides of the doorway with their bodies. And
    even though Nucera appeared only in his peripheral vision,
    Guido testified that he knew Chief Nucera was the instigator
    because he and Nucera were the only officers on the scene in
    plain clothes, and he recognized the distinctive peach color of
    Nucera’s shirt. Guido presumed that Nucera pushed Stroye
    “because . . . he wasn’t moving fast enough,” but he described
    7
    the act as “embarrassing” and noted that “it wasn’t needed at
    all.” Supp. App. 779.
    After the incident, Roohr returned to the police station
    with Nucera and used his cell phone to record what Nucera had
    to say. The recording captured Nucera using venomous and
    racist language about the Black people the BTPD had
    encountered:
    I’m fucking tired of them man. I’ll
    tell you what, it’s gonna get to the
    point where I could shoot one of
    these motherfuckers. And that
    nigger bitch lady [referring to
    Stroye’s girlfriend’s aunt], she
    almost got it.
    ****
    [After learning Stroye, his
    girlfriend, and her aunt were from
    Trenton] Stay the fuck out of
    Bordentown. . . . It would have
    been nice if that fucking [police]
    dog could have come up. ‘Cause
    they would have stopped, put
    down.
    ****
    That dog, that dog will stop
    anything right then and there.
    [Nucera makes barking noises.]
    8
    I’m telling you. You’d have seen
    two fucking niggers stop dead in
    their tracks. [Nucera laughs.] I
    love that when they do that. I just
    love that.
    Supp. App. 1335, 1337. The jury also heard a recording in
    which Nucera called someone a “[f]ucking little, fucking
    nigger,” Supp. App. 1342, which Roohr testified was a
    reference to Stroye, Roohr filed an official report that did not
    refer to the alleged assault.2 But he later reported the incident
    to the head of the BTPD’s Internal Affairs unit, Brian Pesce.
    A few weeks later, Roohr took the same information to FBI
    Agent Jacob Archer, whom he knew personally and
    professionally for several years. Based on Roohr’s evidence,
    the FBI launched an investigation and questioned Nucera in an
    interview that agents recorded without his knowledge. During
    the interview, which the Government played for the jury,
    Nucera denied ever touching Stroye, let alone slamming his
    head into the doorjamb.
    Roohr also testified that Nucera had often used racial
    epithets aimed at Black people. For example, nearly a year
    before the incident, Nucera told him “[t]hese niggers are just
    like ISIS, they have no value. They should line them all up and
    mow them down. I would like to be on the firing squad.” Supp.
    App. 280–81. And jurors heard another audio recording where
    Nucera explained to Roohr, a K-9 handler, how to use his
    2
    But Roohr testified that fear of retaliation led him to withhold
    the details of Nucera’s assault from his police report.
    9
    police dog to intimidate Black people—whom Nucera called
    “fucking moulies.” Supp. App. 305–06, 1343–46.
    Nucera offered his own evidence to challenge several
    aspects of the Government’s case. For example, he presented
    evidence that no other officers in close enough proximity heard
    a loud thud. Of the nearly four dozen witnesses interviewed by
    the FBI, only Roohr said he heard the sound. And none of the
    other interviewed witnesses saw Nucera touch Stroye,
    including the two other police officers at the scene. Nucera also
    exposed inconsistencies between Roohr’s testimony and what
    Roohr told the grand jury about how the touching occurred,
    including his uncertainty about which hand Nucera used.
    Likewise, Nucera offered evidence that Guido’s story had
    changed several times, ultimately forcing him to all but admit
    that he had no independent recollection of seeing Nucera push
    Stroye.
    Nucera even challenged the basic facts of the assault
    and where he was when it happened. He drew testimony from
    Roohr that he (Roohr) had told the grand jury Guido was the
    one who gave Stroye a “hard push” after Stroye stopped in
    front of the second-floor doorway. Supp. App. 386. He also got
    Roohr to admit that Stroye was “passively resisting” Guido by
    stopping as he did. Supp. App. 386–87. And he obtained
    testimony from Mount that Nucera remained by his side for the
    longest time of anyone at the scene, eventually insisting that
    Mount go to the hospital.
    10
    Having challenged Roohr’s version of events, he also
    highlighted Roohr’s credibility problems. Roohr deleted
    several recordings aside from the one capturing Nucera’s racial
    tirade after the incident. The evidence also suggested Roohr
    had an axe to grind with Nucera over his leadership of the
    department, including how he distributed opportunities to earn
    overtime pay.And Roohr took his allegations to FBI Special
    Agent Archer despite knowing the two men “mutually
    disliked” one another after Archer had “unseated [Nucera] as a
    fire commissioner in Bordentown Township[.]” Supp. App.
    569.
    Finally, Nucera challenged the FBI’s conduct. On cross-
    examination, he got the FBI’s witness to admit that at least one
    person told him the incident happened at a different location
    than Roohr and Guido claimed, and it involved a person not
    matching Nucera’s description. He also cast doubt on the way
    the FBI treated him. Agents gave him no notice of the
    interview, nor did they reveal it was being recorded. Still, he
    voluntarily spoke with agents for about an hour and his
    responses to their questions corroborated what Officers Nagle
    and Mount said during FBI supervised recordings Roohr made
    during the investigation. He also offered evidence that, unlike
    Roohr, he made no efforts to destroy or conceal information
    and even offered to have Pesce give the FBI any materials they
    sought.
    II.    ALLEGED JUROR M ISCONDUCT
    Nucera focuses much of his juror misconduct claim on
    the deliberations, and he uses statements from jurors to support
    11
    it. Before reviewing what happened in the deliberations, and to
    frame our analysis, we summarize key limits on a court’s
    ability to consider the type of evidence Nucera offers when
    seeking a new trial. In short, one rule of evidence and two
    Supreme Court cases control the outcome. First, Federal Rule
    of Evidence 606(b) limits the evidence from a juror that courts
    may consider when used to challenge a verdict:
    (1) Prohibited Testimony or Other
    Evidence. During an inquiry into
    the validity of a verdict or
    indictment, a juror may not testify
    about any statement made or
    incident that occurred during the
    jury’s deliberations; the effect of
    anything on that juror’s or another
    juror’s vote; or any juror’s mental
    processes concerning the verdict
    or indictment. The court may not
    receive a juror’s affidavit or
    evidence of a juror’s statement on
    these matters.
    (2) Exceptions. A juror may testify
    about whether:
    (A)     extraneous        prejudicial
    information     was      improperly
    brought to the jury’s attention;
    (B) an outside influence was
    improperly brought to bear on any
    juror; or
    12
    (C) a mistake was made in entering
    the verdict on the verdict form.
    Fed. R. Evid. 606(b). And two recent Supreme Court cases
    impose added constraints.3 First, the Court held that “Rule
    606(b) precludes a party seeking a new trial from using one
    juror’s affidavit of what another juror said in deliberations to
    demonstrate the other juror’s dishonesty during voir dire.”
    Warger v. Shauers, 
    574 U.S. 40
    , 42 (2014). But the Court
    explained that the no-impeachment bar applies generally
    “[d]uring an inquiry into the validity of a verdict.” Id. at 44.
    Whatever its specific basis, a motion for a new trial based on
    juror misconduct “plainly entails” such an inquiry because a
    successful claim will overturn the verdict. Id. at 44–45. So Rule
    606(b) bars the use of a juror’s affidavit to show that another
    juror engaged in any misconduct, not just dishonesty during
    voir dire. See id.
    Later, in Peña-Rodriguez, the Court carved out a narrow
    constitutional exception for evidence showing racial bias
    during the deliberations. There, one juror said the defendant
    was guilty of sexual misconduct “because [he was] Mexican
    and Mexican men take whatever they want” and also because
    the defendant’s alibi witness was “an illegal.” Peña-Rodriguez,
    580 U.S. at 213. The Court held that “where a juror makes a
    clear statement that indicates he or she relied on racial
    3
    Though several cases affect our analysis, we briefly discuss
    the two Supreme Court cases here because they are the most
    significant. We fully analyze the relevant legal framework
    below.
    13
    stereotypes or animus to convict a criminal defendant, the
    Sixth Amendment requires that the no-impeachment rule give
    way in order to permit the trial court to consider the evidence
    of the juror’s statement and any resulting denial of the jury trial
    guarantee.” Id. at 225 (emphasis added).
    With those rules in mind, we now examine what
    occurred during the jury deliberations in Nucera’s trial.
    A.     Jury Deliberations
    The District Court charged the jury and deliberations
    began on October 2, 2019. Though twelve jurors decided
    Nucera’s fate, only nine 4 are relevant here: Foreperson Kia
    Lipscomb, Juror One (Black); Juror Two (White); Juror Three
    (White); Juror Four (White); Juror Five (White); Juror Six
    (White); Juror Nine (Black); Juror Eleven (White); and Pamela
    Richardson, Juror 12 (Black). Over the first few days, the jury
    asked to examine Roohr’s testimony and also sought to clarify
    the definition of “reasonable doubt.” Supp. App. 1276–91. But
    things soon hit a roadblock.
    On the fifth day of deliberations, the jury notified the
    District Court it was “unable to come to a unanimous
    decision.” Supp. App. 1293. The District Court asked for the
    4
    Except for Lipscomb and Richardson, both of whom gave
    public interviews, we omit the names of the jurors because of
    privacy concerns and the affiant-jurors’ specific requests not to
    have their names shared publicly.
    14
    parties’ guidance on how to move forward, and at the
    Government’s urging, the Court convened the jury and issued
    a reminder to “make every reasonable effort . . . to reach
    unanimous agreement.” Supp. App. 1295. But the District
    Court stressed the jury should “reach unanimous
    agreement . . . only if [they could] do so honestly and in good
    conscience.” Supp. App. 1295–96. Finally, the District Court
    asked jurors to “make another effort” at reaching an agreement
    and sent them back to deliberate. Supp. App. 1296.
    Late the next afternoon, the jury sent another note to the
    District Court: “[i]f we are unanimous on one count, but
    deadlocked on the other two, what is our next step[?]” Supp.
    App. 1299. Nucera’s counsel suggested—and the Government
    agreed—to have the District Court give Third Circuit Model
    Jury Instruction 9.08 governing partial jury verdicts. The
    District Court called in the jury, read back their question, and
    then gave the requested instruction: the jury “[did] not have to
    reach unanimous agreement on all the charges before returning
    a verdict on some of them,” and they could either deliver their
    partial verdict, then resume deliberating on the rest, or they
    could “wait until the end of [their] deliberations and return all
    [their] verdicts then.” Supp. App. 1300–01. With those
    instructions in mind, the jurors returned to deliberate before
    later asking the District Court to release them for the day.
    On day seven, the jury sent a third note to the District
    Court that read simply “[w]e have come to a unanimous
    decision on Count [Three].” Supp. App. 1305. The District
    Court then brought the jury in, and the jury returned a
    15
    unanimous verdict as to Count Three.The District Court then
    polled the jury to “ask each of [them] in turn if [they] agree[d]
    or disagree[d] with the verdicts as announced by Miss
    Lipscomb” and “found [the jury members] to be
    unanimous.”Supp. App. 1309. With that done, the District
    Court ordered the verdict filed and gave the jury members a
    choice to declare themselves deadlocked on Counts One and
    Two or keep deliberating.The jury members chose to keep
    deliberating.
    Two days later, deliberations broke down for good. In a
    final note to the District Court, the jurors said they were
    deadlocked on Count One and Count Two of the indictment,
    charging Nucera with a civil rights violation and a hate crime,
    respectively. The District Court asked the jurors “whether
    [they] believe[d] there [was] any reasonable possibility that
    further deliberations would yield a unanimous verdict on either
    of [those] counts[.]” Supp. App. 1319. The answer was no. So
    the District Court granted Nucera’s request for a mistrial due
    to the impasse and discharged the jury.
    Soon after the trial, Jurors Two, Three, Four, and Eleven
    approached Nucera’s counsel with allegations of juror
    misconduct. Each swore an affidavit recounting specific
    instances of alleged misconduct they witnessed both before
    and during deliberations. In one of the allegations, Juror Two
    recalled that, before deliberations, Juror Richardson said that
    she had served on a jury before and told those jurors, “[h]ope
    you are all thinking guilty, I can be here all day, I have
    f***king nowhere [sic] to be,” App. 189, apparently signaling
    16
    that she had reached the same conclusion in Nucera’s trial. In
    another incident after deliberations started, jurors debated
    about the meaning of the words “unreasonable” and
    “unnecessary” as it related to the first two counts of the
    indictment. App. 177–78, 186, 200, 210. All four affidavits
    agree that Juror Six tried to end that debate: after consulting
    “three different sources,” Juror Six offered his fellow jurors
    definitions of the words that he had looked up the night before.
    App.210.
    Still, the bigger problem was the volatile mix of the
    evidence with issues of race and racism. The affidavits
    depicted a worsening divide between those favoring conviction
    and those favoring acquittal. On one side sat nine jurors who
    would vote to acquit Nucera, and on the other were three
    jurors—all Black women—who thought Nucera was guilty on
    each count. Based on that division, Juror Eleven told the others
    he “wanted to point out ‘the elephant in the room’” that the
    three Black jurors “were perhaps looking at things through a
    ‘different lens[.]’” App. 202. Juror Eleven recalled that
    Richardson responded by saying “no shit, Sherlock, we’re
    Black,” and that she questioned why she was chosen for the
    jury after she admitted at voir dire that she had a “problem with
    cops.” App. 202.
    Juror Three described an atmosphere rife with
    “bullying, racial tensions, and unfounded accusations,” all of
    which she said affected the deliberations. App. 166–67. Juror
    Four was more specific, noting that each time she “tried to
    express [her] thoughts on the evidence,” she found herself
    17
    “shut down” by Juror Richardson and Juror Nine despite
    pointing to “clear evidence” that supported her position. App.
    180–81. Based on those dynamics, the four affiants—all of
    whom are White—said they shared a belief that Nucera was
    innocent of any crime, but each said they yielded to pressure
    from other jurors to convict him of something so they would
    not be painted as a racist.
    In addition, each affidavit identified Richardson’s
    various statements as the main source of the jury room’s strife.
    During the deliberations, Richardson described how her older
    son—who worked as a pharmacist—endured three traffic stops
    late the same night and in adjoining New Jersey towns, saying
    each was for “driving while Black.” App. 171, 182, 190, 205.
    She also told jurors about a time her younger son was working
    in his own yard at night when police approached and put him
    in custody because “he could not produce a key.” App. 183.
    Though he was “later released with an apology,” Richardson
    said the incident happened only because “her son ‘was black,
    a black man doing yard work,’” App. 191, adding that police
    officers in the town followed her son for weeks after the
    incident. Richardson explained that those kinds of experiences
    were the reason that mothers of Black boys must teach them
    how to interact with police and submit to their commands.
    AndJuror Three remembered Richardson saying that because
    of those experiences, “she would be hard-pressed to return to
    her sons and her community without a conviction or jail time
    for Frank Nucera.” App. 172.
    18
    After the partial guilty verdict, Richardson fought
    through tears as she recounted her experiences “growing up
    Black in the South.” App. 197. In one example, she told fellow
    jurors she had to “urinate on the side of the road in a
    mayonnaise jar when traveling with her parents because she
    was not allowed to use the ‘whites only’ restroom[s]” they
    passed along the way. App. 197. And in another, she described
    “having been made to leave places as a child because of her
    skin color.” App. 197.
    Those stories brought Jurors Five and Six to tears. Juror
    Six hugged Richardson and told her, “I’m sorry, I’m so sorry,
    I remember those days.” App. 175. Juror Eleven also
    remembered Juror Six telling him that “he felt the need to make
    ‘reparations’” both for the “overall treatment of African
    Americans” and because of his own “past bad behavior[.]”
    App. 207. And a tearful Juror Six added that he had “been
    around a long time” and if the jury did not convict Nucera,
    “these things will continue to happen[.]” App. 177.
    Yet if Richardson’s stories of living in the South under
    Jim Crow unleashed tears, her other statements sparked a
    firestorm. While the jury was deadlocked on the first two
    counts, Richardson declared, “Every time I hear someone in
    this room say ‘I’m not prejudiced, I have a black friend,’ if I
    had a gun, I would shoot each one of you.” App. 176. Stunned
    silence blanketed the room, broken only when Juror Eleven
    asked, “who can speak after statements like that[?]” App. 204.
    Juror Eleven said Richardson responded that she was “sure [he
    had] gone about [his] day before when other racist things
    19
    happened and it was no big deal to [him].” App. 204. Likewise,
    Juror Three recalled sharing her views about why Nucera was
    not guilty, only to have Richardson purportedly accuse her of
    “just want[ing] 12 white jurors.” App. 192.
    Finally, the affidavits also pointed to other alleged
    threats and intimidation in the jury room. When the jury first
    deadlocked, Juror Five slammed the table and yelled
    “mother***er, I’ll be damned if we let this guy walk. I’ll sit
    another three weeks until we can convict this guy.” App. 191.
    Days later, and before the jury reached its unanimous guilty
    verdict on Count Three, Juror Two approached the Deputy
    Clerk to report “disrespect and racial comments that were
    being made in the jury room during deliberations.” App. 194.
    She told the Clerk, “in essence[,] that some of [the] jurors were
    being called racists by other jurors.” App. 194. The Clerk
    instructed that “if [she] had any further issues, [she] should
    write a note to the [j]udge.” App. 194. Juror Two never did:
    she noted there was paper available but no envelopes, and
    without a way to seal her note, she was concerned that
    Lipscomb would read it before it left the room. 5
    During a break the next day, Juror Four said she
    overheard Juror Five tell a court security officer he “felt like
    ripping the sink off the wall in the bathroom.” App. 184. Juror
    Two said things were so tense that she asked a court security
    5
    The record does not otherwise reveal that the Clerk made the
    District Court aware of Juror Two’s concerns, or that the
    District Court shared them with the parties.
    20
    officer to tell the Deputy Clerk that the matters she raised
    before “had gotten worse.” App. 198. The court security officer
    returned with a message from the Deputy Clerk that the District
    Court had given jurors an added 30-minute break during which
    they could leave the courthouse with their cell phones. Later,
    the judge met with jurors in the jury assembly room to discuss
    what was happening in deliberations, and Juror Two recalled
    crying as she told the judge “there was serious disrespect going
    on in the jury room,” yet she was uncertain if she mentioned
    any threats. App. 198–99. After hearing the jurors’ concerns,
    the District Court stressed that “personal feelings [had] to be
    left out of the deliberation room” and instructed the jurors “to
    go back into the deliberation room and to decide” if they
    wished to continue. App. 199.
    But the affiants were not the only jurors to discuss the
    deliberations. The day trial ended, Richardson and Lipscomb
    sat for an interview with the Philadelphia Inquirer to describe
    what happened. Richardson said she feared a possible deadlock
    as early as “the second day of deliberation[.]” App. 162. She
    also said the Government’s recordings “helped to convince her
    that Nucera was guilty of” the assault on Stroye. App. 162. And
    she explained why:
    When somebody used the racist
    commentary that he has used his
    whole life, and it’s on tape, the
    racist things he said, you just
    automatically have to assume that
    he would do something to
    somebody[.] I mean, it’s on tape
    21
    where he said he wished the two
    people were still outside so that he
    could sic the dogs on the n----s
    because that would’ve put them
    down.
    App. 162. Lipscomb added that the jurors “all kind of
    agreed that the extensive racial piece of it was absolutely there,
    and that it was an atrocity.” App. 163.
    Richardson noted that deliberations soon became all
    about the race of the jurors. She recalled when Juror Eleven
    challenged the perspective of the Black jurors, but she said it
    happened differently than the way he described it. Rather than
    observe they were viewing things through a “different lens,”
    Richardson said that Juror Eleven was more direct: “The only
    reason you African American women are voting this way is
    because you’re black.” App. 163. Richardson confirmed her
    acerbic reply of “[n]o s—t, Sherlock.” App. 163. But she added
    that, “[t]he next morning, [a] white juror [with] black family
    members confronted” Juror Eleven about the comment he
    made. App. 163.
    The jurors also split over whether to believe key pieces
    of evidence implicating Nucera. Lipscomb explained that “the
    jury struggled with the testimony of Sgt. Nathan Roohr and
    Detective Sgt. Salvatore Guido, the township police officers
    who implicated Nucera” with their eyewitness testimony. App.
    164. According to Lipscomb, the three holdouts “really felt that
    they couldn’t trust their testimony.” App. 164. Plus, the jury
    found it difficult “to agree on whether Stroye was struck in the
    22
    head” as the Government had alleged, and that was a hard
    question to resolve because neither side called Stroye to testify
    even though he had been subpoenaed. App. 164.
    Richardson also described how the consensus shifted to
    favor guilt. By the final day, after the guilty verdict had been
    rendered on Count Three and the jurors were focused on
    Counts One and Two, the nine votes favoring acquittal on the
    first two counts of the indictment became nine votes favoring
    conviction, and those jurors started the session with an effort
    “to persuade the other three to see their side.” App. 164. During
    that attempt, Richardson remembered that three or four of the
    men who believed Nucera was guilty broke down into tears.
    But the holdouts refused to accept Roohr’s and Guido’s version
    of events, and so the jury agreed to tell the District Court they
    could not continue. Adding a final exclamation to the
    holdouts’ resistance, “[o]ne white male juror, who was in favor
    of acquittal, stood in the jury box defiantly with his arms
    crossed” as the District Court closed the proceedings. App.
    164.
    B.     Nucera’s New Trial Motion
    Nucera moved for a new trial and requested an
    evidentiary hearing. Nucera urged that Richardson gave
    materially false answers during voir dire to conceal her biases,
    and he also claimed that Richardson and others engaged in
    misconduct that tainted the jury’s verdict on Count Three of
    the indictment. And he connected those allegations with the
    assertion that Richardson’s various statements during and after
    deliberations supplied the evidence that she lied during voir
    23
    dire. As evidence of the alleged misconduct, Nucera offered
    the four juror affidavits, Richardson and Lipscomb’s interview
    in the Inquirer, and a Facebook post Richardson wrote on
    September 17, 2014.6
    The District Court noted that Nucera’s evidence faced
    an immediate problem: Rule 606 prohibits “receiving an
    affidavit or evidence of a juror’s statement, except in three
    circumstances” set forth in the Rule or the constitutional
    exception for racial bias under Peña-Rodriguez. Supp. App.
    1348. Nucera responded that the alleged misconduct triggered
    the exceptions of Rule 606(b)(2)(A), allowing evidence of
    extraneous prejudicial information, and Rule 606(b)(2)(B),
    6
    Richardson’s Facebook post addressed the perceived lack of
    accountability law enforcement officers face for domestic
    violence:
    Now that professional athletes are
    losing money and jobs due to their
    poor behavior against children and
    women, when are correctional
    officers and policemen going to be
    sanctioned? Does this mean that
    one day we are going to ask for all
    men to stop the violence against
    women and children? But can we
    one day get to the point there is no
    violence at all? Oh, I must be
    dreaming . . . but it’s a great dream.
    App. 159.
    24
    allowing evidence of an improper outside influence. He also
    urged the District Court to hold that the racial bias exception
    of Peña-Rodriguez applied because the evidence showed that
    pervasive, general racial animus in the deliberations tainted the
    verdict and denied him a fair trial.
    The District Court denied Nucera’s request for a new
    trial, concluding that the evidence of alleged misconduct fit
    none of the exceptions in Rule 606(b)(2), and none of the
    materials showed the “clear, strong evidence of juror
    misconduct” that our precedent requires for a hearing. Supp.
    App. 1397. The District Court explained that the rules against
    impeaching jury verdicts are “very strong and very narrowly
    construed,” Supp. App. 1399, compelling certain findings from
    the Court about the evidence Nucera used to support his claim.
    The District Court began with the allegations that Juror
    Six presented definitions of two words to other jurors at the end
    of deliberations. Though the Court agreed their use was
    improper, it concluded that Nucera presented no evidence that
    the use prejudiced him because the affidavits did not show the
    incident happened before the guilty verdict on Count Three.
    Instead, the evidence supported a finding that Juror Six used
    the definitions after the guilty verdict because the words “had
    no relationship whatsoever to the law that governed the
    decision in Count [Three],” Supp. App. 1399, while they did
    relate to Count Two, “for which there was no verdict.” Supp.
    App. 1352.
    25
    Next, the District Court turned to the allegation that
    Richardson’s stories injected racial bias into the deliberations.
    Based on the record Nucera developed, the narrow racial bias
    exception of Peña-Rodriguez did not apply because the District
    Court read Peña-Rodriguez to hold that “only when the
    evidence shows that the racism and the race of the defendant
    was what caused the conviction that the Court can inquire to
    ensure that the conviction was not based on racism.” Supp.
    App. 1400. But the District Court found that “none of the
    affidavits [said] that any of the jurors . . . who voted
    guilty . . . did so because of [Nucera’s] race. ” Supp. App.
    1356. More, the District Court observed that every court to
    decide the issue had “rejected extension of Peña-Rodriguez” to
    the scenario Nucera alleged. Supp. App. 1401; accord Supp.
    App. 1362 (discussing United States v. Robinson, 
    872 F.3d 760
    (6th Cir. 2017) and Williams v. Price, No. 2:98cv1320, 
    2017 WL 6729978
     (W.D. Pa. Dec. 29, 2017)).
    But the District Court reasoned that even if Nucera’s
    position found support in the caselaw, the nature of his case
    undermined the argument that Richardson was wrong to inject
    race into the deliberations:
    THE COURT: [T]his is such an
    unusual case. This is not just a
    regular case where the race of a
    plaintiff or a defendant or, you
    know, the victim and aggressor are
    different. This is a case where race
    is an element of the crime. It is
    alleged to be the motive behind the
    26
    alleged crimes. You’ve got to have
    discussions of race and racism.
    Just by definition, the jury’s going
    to have to have those discussions
    in order to reach a verdict.
    Supp. App. 1364. The District Court concluded that all
    Richardson had done was bring her life experiences to bear on
    how she viewed the evidence, which is precisely what courts
    expect jurors to do.
    The District Court also disposed of the allegations that
    threats and intimidation undermined the fairness of
    deliberations. To start, Juror Two’s affidavit was the first
    evidence the District Court received of comments about
    shooting other jurors or ripping the sink off the wall, and the
    Court zeroed in on Juror Two’s concession that she was not
    sure she raised the issue when jurors met with the District
    Court to discuss their concerns. Yet even if she had, the
    timeline in Juror Two’s affidavit showed the alleged threats7
    occurred after the jury found Nucera guilty on the false
    7
    The District Court also questioned whether Richardson’s
    statement was even a true threat, noting Richardson did not
    say, “if you don’t vote to convict, I’ll shoot you in the head”
    but rather used the phrase “out of frustration” about White
    jurors saying they could not be racist because they have a Black
    friend or relative. Supp. App. 1366. At any rate, the District
    Court made it clear that had “there [been] any indication of any
    threats,” the Court “would have done something about that at
    the time[.]” Supp. App. 1366.
    27
    statements charge in Count Three and thus could not have
    affected that part of the verdict.
    Finally, the District Court turned to Nucera’s argument
    that Richardson lied during voir dire. After acknowledging that
    Warger barred Nucera’s evidence to support that claim, the
    District Court still addressed the merits of the argument and
    concluded that Nucera’s evidence did not show Richardson
    lied during voir dire. The Court first noted the relevant facts
    that Richardson provided: she revealed her children’s
    interactions with police; she said she could separate bad words
    from deeds; and though she said professionals who use
    derogatory language were less likely to also commit bad acts,
    she never said that was always true. The District Court
    explained that Richardson was seated based on the conclusion
    she was truthful in those answers—a conclusion Nucera never
    challenged, let alone displaced, during the voir dire process.
    The District Court also found that Richardson’s
    Inquirer interview and Facebook post did not show her voir
    dire answers were false. Contrary to Nucera’s argument, the
    Inquirer interview did not show Richardson lied during voir
    dire about whether people act in accordance with hateful
    language; it showed that she concluded Nucera had the
    propensity to do so after hearing the full extent of his racist
    language—particularly the recorded threats to sic dogs on
    Black people—which had a different effect on her than the
    District Court’s brief references to racial slurs during voir dire.
    Likewise, the District Court found Richardson’s Facebook post
    was “innocuous” and did not show she lied about antipolice
    28
    bias during voir dire. Supp. App. 1401.Instead, the District
    Court noted, the post showed Richardson’s “frustration with
    violence against women” and her perception that police
    officers who perpetrate such violence often escape
    accountability. Supp. App. 1401.
    For all those reasons, the District Court denied Nucera’s
    motion for a new trial without an evidentiary hearing. The
    District Court later sentenced Nucera to 28 months on Count
    Three using a cross reference and an upward variance under
    the Sentencing Guidelines, which Nucera also challenged and
    later raised on appeal. Almost two years later, the Government
    tried Nucera again on the two charges that hung the jury in the
    first trial. But the second jury deadlocked too, and at the
    Government’s request, the District Court declared another
    mistrial.
    Nucera timely appealed.
    III.   JURISDICTION
    The District Court had subject-matter jurisdiction under
    
    18 U.S.C. § 3231
    , and our jurisdiction is proper under 
    28 U.S.C. § 1291
     and 
    18 U.S.C. § 3742
    .
    IV.   RELEVANT LEGAL STANDARDS
    A.     Claims of Juror Misconduct
    When a defendant moves for a new trial based on jury
    misconduct, we review the denial of that motion for an abuse
    29
    of discretion. See United States v. Noel, 
    905 F.3d 258
    , 266–67
    (3d Cir. 2018). The “district court’s discretion over a new trial
    motion [includes determining] whether an evidentiary hearing
    is necessary.” 
    Id.
     at 270 n.7 (collecting cases). To get a new
    trial, a defendant must (1) “file the motion within fourteen days
    of the verdict unless the motion is grounded on ‘newly
    discovered evidence’” and (2) “show that a new trial is in the
    interest of justice.” 
    Id. at 270
     (quoting Fed. R. Crim. P. 33). A
    movant receives an evidentiary hearing only where the
    allegations “rise to the level of clear, strong, substantial and
    incontrovertible evidence that a specific, nonspeculative
    impropriety has occurred.” United States v. Claxton, 
    766 F.3d 280
    , 301 (3d Cir. 2014) (cleaned up).
    B.     Allegations of Juror Dishonesty During Voir
    Dire
    In denying Nucera’s motion, the District Court
    considered the merits of his allegations that Richardson lied
    during voir dire. But as we explained above, the Supreme
    Court’s opinion in Warger forecloses us from doing the same:
    “Rule 606(b) precludes a party seeking a new trial from using
    one juror’s affidavit of what another juror said in deliberations
    to demonstrate the other juror’s dishonesty during voir dire.”
    574 U.S. at 42. Warger thus bars Nucera’s use of the juror
    affidavits to prove this part of his claim. 8
    8
    As we note infra, in Warger, the Court included a footnote
    alluding to possible cases of juror bias “so extreme” as to
    30
    The same holds true for his other evidence. Based on
    Warger and our own decision in United States v. Lakhani, 
    480 F.3d 171
     (3d Cir. 2017), we conclude Rule 606(b) still bars the
    use of a juror’s statement when it appears in something other
    than an affidavit and even when the juror makes the statement
    publicly. In Lakhani, a defendant convicted for trying to import
    missiles sought a new trial after a juror came forward to say
    that other jurors engaged in misconduct during deliberations.
    480 F.3d at 184. That juror appeared on a public radio show to
    say she thought the Government had entrapped the defendant
    and she voted guilty only after yielding to intimidation from
    fellow jurors. Id. Even though the juror told her tale on the
    radio, rather than in an affidavit or other writing, we still held
    it was so obvious that Rule 606(b) barred the use of her
    statement that we found it difficult to explain “beyond stating
    the rule itself[.]” Id. at 185. Richardson’s and Lipscomb’s
    statements to the Inquirer are much the same as the juror’s
    public statement in Lakhani, and thus Rule 606(b) likewise
    bars their use to show Richardson’s dishonesty.
    Lastly, although Rule 606(b) presents no obstacle to
    considering Richardson’s Facebook post, we agree with the
    District Court that it does not show Richardson gave dishonest
    voir dire answers or harbored antipolice bias. Like the District
    Court, we conclude the post shows Richardson’s specific
    warrant an exception, but we find nothing in Richardson’s voir
    dire responses that constituted misconduct, let alone an
    extreme case. Instead, we find the District Court’s analysis of
    this issue to be reasonable.
    31
    frustration with a perceived lack of accountability for members
    of law enforcement that commit domestic violence. That is a
    long way from general antipolice bias. It also does not show
    that her voir dire answers were false. Nothing that she said in
    the Facebook post contradicts or was inconsistent with her
    responses to questions in voir dire. We agree with the District
    Court that the post was “innocuous.” Supp. App. 1401. Beyond
    that, we note Richardson wrote the post five years before
    Nucera’s trial, and nothing in the record suggests she tried to
    conceal its existence at any point.
    In sum, none of Nucera’s evidence supporting the claim
    of juror dishonesty escapes Rule 606(b) and Warger. Because
    he offers no other meaningful evidence to support those
    allegations, we conclude that the District Court did not abuse
    its discretion, and so Nucera’s challenge to the verdict on that
    basis falls short.
    C.     Rules and Jurisprudence Governing Juror
    Misconduct Evidence
    Juror misconduct claims implicate the Sixth
    Amendment’s guarantee that criminal defendants will get a fair
    trial by an impartial jury. Yet they also threaten the important
    principle that juries get the last word when they render a
    verdict. To square things, Federal Rule of Evidence 606(b)
    limits the evidence that defendants can use to prove they did
    not get a fair trial. Once the jury enters its verdict, a defendant
    may not use “a juror’s affidavit or evidence of a juror’s
    statement” to question the verdict unless the exceptions in the
    Rule, which we outlined above, apply. Fed. R. Evid. 606(b).
    32
    So, in general, a defendant cannot question the validity
    of the verdict using a juror’s affidavit or any evidence of a
    juror’s statement to probe (1) statements jurors made or
    incidents that happened during deliberations; (2) anything that
    affected any juror’s vote; or (3) a juror’s mental processes
    about the verdict. But a defendant may do so if the evidence
    shows one of three things happened: (1) a juror learned of
    prejudicial information from outside the deliberations; (2) a
    juror succumbed to an improper outside influence; or (3) a
    mistake occurred when entering the verdict or completing the
    verdict form.
    As the Supreme Court has explained, the roots of Rule
    606(b) run deep in the soil of English common law. See Peña-
    Rodriguez, 580 U.S at 215(discussing Vaise v. Delaval, 1 T.R.
    11, 99 Eng. Rep. 944 (K.B. 1785)). Since the Rule’s inception,
    the Supreme Court has made three major pronouncements
    about when and how it applies. First, in Tanner v. United
    States, 
    483 U.S. 107
    , 121–22 (1987), the Court held that Rule
    606(b) barred a juror’s post-verdict statement to show that
    jurors engaged in misconduct during trial and in deliberations.
    The Court’s decision rested on two principles. To start, the
    Court observed that, were it to recognize a constitutional
    exception to Rule 606(b), such a holding would have flooded
    the system with challenges to verdicts, which, in turn, would
    encourage juror harassment and destroy the “frankness and
    freedom of discussion and conference” inherent in “what was
    intended to be a private deliberation.” 
    Id. at 120
     (quoting
    McDonald v. Pless, 
    238 U.S. 264
    , 267–68 (1915)). And the
    Court reasoned that the jury system already had adequate
    33
    safeguards to protect a defendant’s Sixth Amendment rights—
    the voir dire process, surveillance by court staff, and the ability
    of jurors to come forward before the jury reached a verdict. 
    Id.
    at 126–27.
    Later, in Warger, the Court extended Tanner to hold
    that “Rule 606(b) precludes a party seeking a new trial from
    using one juror’s affidavit of what another juror said in
    deliberations to demonstrate the other juror’s dishonesty
    during voir dire.” Warger, 574 U.S. at 42. There, the Court
    affirmed the denial of a new trial for an injured plaintiff based
    on juror affidavits alleging the jury’s foreperson concealed her
    bias in favor of the defendant. Id. at 42–44. The Court rejected
    the argument that because the juror should never have been
    seated, “any information she shared with other jurors was
    extraneous,” and thus the affidavit revealing her dishonesty
    was “admissible under Rule 606(b)(2)(A)’s exception for
    evidence as to whether ‘extraneous prejudicial information was
    improperly brought to the jury’s attention,’”9 id. at 51, and the
    9
    The Court observed that a central feature of the extraneous
    evidence inquiry is whether a matter is “internal” or “external”
    to a jury, and it found the challenged juror misconduct was
    “internal” and off-limits under Rule 606(b). Id. at 53. The
    Court explained the difference between “internal” and
    “external” matters:
    Generally speaking, information is
    deemed “extraneous” if it derives
    from a source “external” to the
    jury. “External” matters include
    34
    Court again declined to create a constitutional exception. Id. at
    50–51. Yet in a footnote, the Court acknowledged possible
    “cases of juror bias so extreme that” they “abridged” the right
    to a jury trial, noting the emergence of such a case would force
    the Court to reexamine “whether the [Tanner] safeguards are
    or are not sufficient to protect the integrity of the process.” Id.
    at 51 n.3.
    The “extreme” case arose three years later. In Peña-
    Rodriguez v. Colorado, a state court jury convicted a Mexican
    man for sexual misconduct with two minor girls. 580 U.S. at
    212. Two jurors approached defense counsel and swore
    affidavits alleging that another biased juror said the defendant
    was guilty for two inappropriate reasons: first, he told his
    fellow jurors that he believed the defendant “did it because he’s
    Mexican and Mexican men take whatever they want,” and
    second, he also told the other jurors that he believed the
    defendant’s alibi witness was not credible based on his
    incorrect belief that the witness was “an illegal.” Id. at 213. Yet
    even in the face of the juror’s “apparent bias,” the trial court
    and the Colorado Supreme Court both concluded there was no
    publicity and information related
    specifically to the case the jurors
    are meant to decide, while
    “internal” matters include the
    general body of experiences that
    jurors are understood to bring with
    them to the jury room.
    Warger, 574 U.S. at 51.
    35
    basis to overcome the bar against impeaching verdicts in
    Colorado’s version of Rule 606(b).10 Id. at 213–14.
    Reversing the Colorado courts, the Supreme Court held
    the juror’s racial bias was the rare kind that let a court examine
    the verdict. Id. at 225.In the Court’s two previous opinions
    construing Rule 606(b), the Tanner safeguards seemed
    appropriate to deal with the general categories of alleged
    misconduct involved. But the Court concluded racial bias was
    different. As Justice Kennedy wrote for the majority, racial
    bias is “a familiar and recurring evil that, if left unaddressed,
    would risk systemic injury to the administration of justice,”
    and it had shown an unparalleled ability to evade the Tanner
    safeguards. Id. at 224–25. Thus, to obey the Fourteenth
    Amendment’s “imperative to purge racial prejudice from the
    administration of justice,” the Court declared that “[i]t must
    become the heritage of our Nation to rise above racial
    classifications that are so inconsistent with our commitment to
    the equal dignity of all persons.” Id. at 221. Given the uniquely
    insidious threat racial bias posed to the fairness of the jury
    system, the Court reasoned that the time had come for a
    10
    As the Court explained, Colorado’s version of the no-
    impeachment rule is functionally identical to Federal Rule of
    Evidence       606(b),      which       “[l]ike     its     federal
    counterpart . . . generally prohibits a juror from testifying as to
    any statement made during deliberations in a proceeding
    inquiring into the validity of the verdict.” Peña-Rodriguez, 580
    U.S. at 213.
    36
    constitutional exception to Rule 606(b). Peña-Rodriguez, 580
    U.S. at 225.
    The Court held that “where a juror makes a clear
    statement that indicates he or she relied on racial stereotypes
    or animus to convict a criminal defendant, the Sixth
    Amendment requires that the no-impeachment rule give way
    in order to permit the trial court to consider the evidence of the
    juror’s statement and any resulting denial of the jury trial
    guarantee.” Id. (emphasis added). But it cautioned that “[n]ot
    every offhand comment indicating racial bias or hostility”
    justified an inquiry. Id. For the exception to apply, the
    challenged statements must show “overt racial bias that casts
    serious doubt on the fairness and impartiality of the jury’s
    deliberations and resulting verdict” and must also show that
    “racial animus was a significant motivating factor in the juror’s
    vote to convict.” Id. at 225–26. The statements in Peña-
    Rodriguez easily met that standard. To start, the statements
    themselves showed an “egregious and unmistakable . . .
    reliance on racial bias” as the juror’s reason to convict the
    defendant. Id. at 226. And the biased juror did not stop there:
    “[n]ot only did [he] deploy a dangerous racial stereotype to
    conclude petitioner was guilty and his alibi witness should not
    be believed, but he also encouraged other jurors to join him in
    convicting on that basis.” Id.
    The historical sweep of the Court’s decision may be
    wide but the exception it announced is narrow, and the
    dissenting opinions convince us the exception is likely to
    remain that way. In a dissent joined by the Chief Justice and
    37
    Justice Thomas, Justice Alito urged that the fundamental
    reasons underlying the Court’s reluctance to create a
    constitutional exception remained valid. He reasoned that our
    legal system operates on the background principle that losing
    certain “important evidence” is justified because
    “confidentiality is thought to be essential.” Peña-Rodriguez,
    580 U.S. at 235–36 (Alito, J., dissenting). Nowhere was that
    truer than the jury system and its reliance on secrecy and
    discretion to ensure “full and frank discussion in the jury
    room.” Id. at 242 (cleaned up). That was why, “[f]or centuries,
    it has been the judgment of experienced judges, trial attorneys,
    scholars, and lawmakers that allowing jurors to testify after a
    trial about what took place in the jury room would undermine
    the system of trial by jury that is integral to our legal system.”
    Id. at 236. Believing the Court had ignored that judgment,
    Justice Alito warned that opening the door to the jury room
    would subject jurors to harassment, lower public confidence in
    juries, and give jurors an incentive to change their minds after
    being “pressed for unanimity” during deliberations or facing a
    hostile reaction to the verdict from people close to them. Id. at
    249.
    The Court’s insistence on a narrow exception has
    counseled our sister courts to decline invitations to stretch the
    exception beyond its narrow boundaries. See, e.g., United
    States v. Brooks, 
    987 F.3d 593
    , 603 (6th Cir. 2021); United
    States v. Norwood, 
    982 F.3d 1032
    , 1057 (7th Cir. 2020);
    United States v. Robinson, 
    872 F.3d 760
    , 771 (6th Cir. 2017)
    (finding that the exception did not apply to evidence of White
    38
    foreperson’s accusation that Black jurors’ view of the evidence
    showed they were beholden to Black defendants).
    V.     DISCUSSION
    Nucera raises several issues on appeal. First, he argues
    the District Court erred when it refused to hold an evidentiary
    hearing and denied his motion for a new trial based on his
    allegations of juror misconduct. 11 In addition, he says the
    District Court erred when it refused to let him identify Stroye
    as having made an out-of-court statement that purportedly
    showed someone else attacked him and did so in a different
    location. He also urges that the District Court confused the jury
    with its instruction about the unanimity required to convict him
    on Count Three for making false statements to the FBI. And
    finally, he urges that the District Court misread the Sentencing
    Guidelines when it used the cross reference provision in the
    guideline for false statements offenses to sentence him under
    the more punitive guideline for civil rights offenses and varied
    upward from the guideline. We only agree with Nucera’s
    contention about the cross reference provision, so we will
    affirm the District Court in all other respects.
    11
    We need not consider at any length the allegations of juror
    dishonesty during voir dire, because Warger instructs that
    “Rule 606(b) precludes a party seeking a new trial from using
    one juror's affidavit of what another juror said in deliberations
    to demonstrate the other juror’s dishonesty during voir dire.”
    574 U.S. at 42.
    39
    A.     The District Court Did Not Err in Denying
    Nucera’s Motion
    Nucera claims the District Court should have granted a
    new trial or an evidentiary hearing based on alleged juror
    misconduct before and during deliberations. But his attempt to
    impeach the verdict runs headlong into Rule 606(b) and
    Supreme Court precedent.
    As the Supreme Court explained in Warger, the no-
    impeachment bar applies generally “[d]uring an inquiry into
    the validity of a verdict,” and a motion for a new trial based on
    juror misconduct “plainly entails” that inquiry. 574 U.S. at 44–
    45. Nucera mostly offers post-verdict juror statements to
    support his claim, and that evidence falls within Rule 606(b)’s
    general prohibition.12 That being so, Nucera could only use the
    statements if they satisfied either the exceptions in Rule 606(b)
    or the Supreme Court’s narrow constitutional exception for
    evidence of racial bias in Peña-Rodriguez. But the District
    Court correctly concluded the statements satisfied none. Only
    the allegation that Juror Six brought dictionary definitions into
    the jury room comes close to satisfying the exception for
    extraneous prejudicial information, but not close enough. We
    agree that Juror Six’s conduct was improper, but we likewise
    agree it did not prejudice Nucera. The evidence shows the
    definitions related to the first two counts, Juror Six only
    showed them to the jury after Nucera’s conviction on Count
    12
    Richardson’s Facebook post is the one piece of evidence that
    is not a post-verdict juror statement, and it therefore does not
    fall into the prohibition.
    40
    Three, and the jury did not convict Nucera on any count for
    which the definitions were used. So Nucera suffered no harm
    as a result.
    Nor does the evidence show an improper outside
    influence affected the deliberations. Nucera points to several
    instances of alleged misconduct. He directs us to Richardson’s
    stories of racial discrimination and purported threats to shoot
    other jurors, as well as instances of intimidation and
    accusations of racist behavior by some jurors. He also alleges
    that jurors intimidated one another and accused each other of
    being racist. The jurisprudence is clear that Rule 606(b) bars
    inquiry into “internal” jury matters and those “include the
    general body of experiences that jurors are understood to bring
    with them to the jury room.” Id. at 51. Internal matters also
    include the less desirable things that jurors either bring with
    them to the jury room or that happen once inside. See Tanner,
    
    483 U.S. at
    121–22 (rejecting a claim based on drug and
    alcohol use); Peña-Rodriguez, 580 U.S. at 225 (explaining that
    not “every offhand comment indicating racial bias or hostility”
    triggers an exception to the no-impeachment bar). Rule 606(b)
    thus does not allow juror evidence of one juror’s accusations
    of racism against another. Or even juror intimidation.13 So the
    13
    As we have explained, “[t]hough we hope that jury
    deliberations proceed in a manner respectful of every juror’s
    opinion, rather than what allegedly occurred here, ‘[t]estimony
    concerning intimidation or harassment of one juror by another
    falls squarely within the core prohibition of the Rule.’”
    41
    District Court could not consider any of Nucera’s evidence of
    juror misconduct under the Rule’s exception to show an
    improper outside influence.
    Finally, Nucera’s evidence does not satisfy the Peña-
    Rodriguez exception for racial bias. That narrow exception
    applies only “where a juror makes a clear statement that
    indicates he or she relied on racial stereotypes or animus to
    convict a criminal defendant[.]” Peña-Rodriguez, 580 U.S. at
    225 (emphasis added). Whether a juror has “made statements
    exhibiting overt racial bias that cast serious doubt on the
    fairness and impartiality of the jury’s deliberations and
    resulting verdict” is “a matter committed to the substantial
    discretion of the trial court,” Peña-Rodriguez, 580 U.S. at 225–
    26, and we agree with the District Court that Nucera’s evidence
    fails to meet that strict test. True, the affidavits and the Inquirer
    interview show jurors made pointed statements about race. But
    we agree that none of Nucera’s evidence shows that a juror
    voted to convict because of Nucera’s race. Nor do the juror
    affidavits show that “Juror Richardson’s racial animus was a
    ‘significant motivating factor’ in her vote to convict.” Reply
    Br. 1. Richardson said nothing about Nucera being White, let
    alone that she would vote to convict him because he was
    White. Instead, the evidence shows she believed Roohr and
    Guido were telling the truth about what happened: Nucera had
    done what Roohr and Guido said he did. As the District Court
    concluded, in so reasoning, she drew on her life experiences.
    Lakhani, 480 F.3d at 185 (quoting United States v. Stansfield,
    
    101 F.3d 909
    , 914 (3d Cir. 1996)).
    42
    She also found it troubling that her White colleagues did not
    share that viewpoint. The level and vehemence of her
    “trouble”—even outrage—is of no consequence at this point.
    Jury deliberations can be heated, but that is not a concern of
    the courts after the fact.
    Similarly, we decline to hold that expressions of racial
    animus among jurors are enough to invoke the Peña-Rodriguez
    exception. On that, we agree with the Government that the
    Sixth Circuit’s opinion in United States v. Robinson shows
    why we should reject Nucera’s argument. There, the
    defendants sought a new trial after two Black jurors alleged
    that when they expressed doubt about the defendants’ guilt, the
    White foreperson said that “she ‘[found] it strange that the
    colored women are the only two that can’t see’” and that she
    thought they “were protecting the defendants because they felt
    they ‘owed something’ to their ‘black brothers.”’ Robinson,
    
    872 F.3d 760
    , 768 (6th Cir. 2017). The district court denied the
    motions because Rule 606 barred use of the juror’s statements
    to impeach the verdict. 
    Id. at 769
    . The Supreme Court decided
    Peña-Rodriguez while their case was pending appeal, so the
    defendants urged the Sixth Circuit to find that its racial bias
    exception applied. 
    Id.
     But the Sixth Circuit agreed with the
    district court that the foreperson’s statement was not the “clear
    statement” Peña-Rodriguez14 demanded. 
    Id. at 770
    . And it
    14
    The district   court denied the defendants’ motion because
    they gathered     evidence of the foreperson’s misconduct in
    “violation of      both a local court rule and a specific
    admonishment       from the bench not to contact jurors.”
    43
    reasoned that even though the foreperson “impugn[ed] [the
    Black jurors’] integrity based on their shared race with the
    defendants, she never said anything stereotyping the
    defendants based on their race,” much less that “she voted to
    convict [the defendants] because they were African-
    American.” 
    Id. at 771
     (emphasis added).
    To distinguish Robinson, Nucera urges that
    Richardson’s statements were worse than the foreperson’s
    comments there, and through those statements, she
    “demonstrated her own racial bias as a motivating factor in her
    vote to convict.” Reply Br. 2. But Nucera has not shown that
    Richardson voted to convict him because he is White.
    Ironically, the closest thing Nucera offers is Juror Eleven’s
    statement to Richardson and the other Black jurors—as
    Richardson recounts it in the Inquirer article—that “[t]he only
    reason you African American women are voting this way is
    because you’re black.” App. 163. But that falls short here, just
    as it did in Robinson.
    Like the District Court, we also reject Nucera’s
    alternative argument that Peña-Rodriguez applies to evidence
    that a juror convicted the defendant because of negative
    experiences they had based on their own race. Nucera does not
    offer a single case supporting that argument, and even if he did,
    Robinson, 
    872 F.3d at 770
    . But the Sixth Circuit held that the
    exception in Peña-Rodriguez “would not apply even if the
    defendants had not” done so and the evidence “was properly
    before the district court.” 
    Id.
    44
    there is no clear evidence that Richardson or any other juror
    did so here.
    Jurors faced off over a central question: who was telling
    the truth—Roohr and Guido, or the many witnesses the FBI
    interviewed? In answering that question, the jurors split over
    the version of events each of them would accept. As
    Richardson explained in the Inquirer article, the recording of
    Nucera’s language persuaded her that Roohr and Guido were
    telling the truth, and Nucera was guilty of the crimes for which
    he was charged. She reached that conclusion based on her life
    experiences as a Black woman. Viewed in context, her
    statements do not satisfy the Peña-Rodriguez exception.
    Accordingly, we hold that Rule 606(b) barred the
    District Court from considering Nucera’s evidence of juror
    misconduct, and the District Court did not abuse its discretion
    in denying his motion for a new trial or an evidentiary hearing.
    B.     The District Court’s Hearsay Ruling Was
    Not Error
    Nucera argues on appeal that the District Court
    improperly limited his ability to use Stroye’s out-of-court
    statement about the incident at the hotel. The FBI interviewed
    Stroye during its investigation, and Nucera says the statement
    Stroye gave shows Nucera did not commit the alleged assault.
    Thus, the District Court should have let him confront an FBI
    witness with the fact that Stroye made the statement so that he
    could show that the FBI conducted a flawed investigation. We
    disagree.
    45
    On December 1, 2016, Stroye gave a statement to the
    FBI describing rough interactions with other BTPD officers at
    the scene. The FBI noted that Stroye recounted that, after the
    incident in the hotel hallway, he had been pushed “into the
    front door [of a police cruiser by] a white male with no facial
    hair and a ‘military style’, short haircut.” App. 217. This
    description did not match Nucera, and it suggested that an
    officer other than Nucera had carried out the alleged assault in
    the hallway. Nucera moved to introduce Stroye’s statement as
    evidence that the FBI did not investigate others for the alleged
    assault, though he assured the District Court he would not offer
    it for the truth of the matter asserted. 15 If introduced for the
    truth of what Stroye said, the statement would be inadmissible
    hearsay unless an exception applied. Yet even if the statement
    was admitted exclusively for Nucera’s stated purpose, the jury
    would hear the statement for what it was—Stroye saying
    someone other than Nucera assaulted him. So the District
    Court had to decide whether the statement should be admitted
    as having come from Stroye, given the likelihood that the jury
    could not help but consider it for its truth.
    Federal Rule of Evidence 403 gave the District Court an
    excellent tool to reason through the conundrum, and it applied
    the Rule’s balancing test to weigh the unfair prejudice the
    15
    This was the first time Nucera confirmed for the District
    Court his desire to introduce the statement, though Nucera had
    told the Government that he might seek to introduce it, and the
    Government had filed a motion in limine to preclude its
    admission, which the District Court denied without prejudice.
    46
    statement would create against its probative value to show the
    FBI’s investigative shortcomings. The District Court
    concluded the former outweighed the latter and excluded the
    statement, though the Court let Nucera confront the FBI’s
    witness with its substance as showing the FBI’s failure to
    follow up. Nucera contends on appeal that the District Court
    erred in its Rule 403 analysis because it failed to identify the
    prejudice the Government would suffer if the statement were
    admitted. He also contends that the District Court erred by not
    concluding that the “trustworthiness” exception to hearsay
    applied.
    Nucera’s argument on Rule 403 faces two problems.
    First, he never objected to the District Court’s Rule 403
    balancing, thus waiving his argument that the District Court
    did not explain the prejudice. So we review for plain error. That
    standard requires Nucera “to show that there is: (1) an error;
    (2) that is ‘clear or obvious’; and (3) that ‘affected [his]
    substantial rights.’” United States v. Gonzalez, 
    905 F.3d 165
    ,
    182–83 (3d Cir. 2018). The standard imposes a difficult
    burden.
    The second problem is that the District Court did not err
    at all, let alone plainly. The Supreme Court has explained that
    “[t]he primary justification for the exclusion of hearsay is the
    lack of any opportunity for the adversary to cross-examine the
    absent declarant whose out-of-court statement is introduced
    into evidence.” Anderson v. United States, 
    417 U.S. 211
    , 220
    (1974). That diminished opportunity was precisely the
    prejudice Nucera’s use of the statement created: it would have
    47
    eliminated the Government’s ability to conduct a meaningful
    cross-examination of the declarant, Stroye. And the District
    Court signaled that inability would be fatal when it told Nucera
    that Stroye “is available today if you want to put him on the
    stand.” Supp. App. 940. Yet Nucera chose not to call Stroye as
    a witness. So the District Court was correct that the prejudice
    of admitting the statement outweighed any value to Nucera of
    pointing out that the FBI did not follow up on leads or other
    suspects, and Nucera was able to make that point by attacking
    the FBI’s investigation in other ways.
    Moreover, the District Court satisfied our requirements
    for a proper Rule 403 balancing. Though “[w]e prefer that the
    district court show its work” in a Rule 403 balancing, “we will
    affirm so long as it makes clear that it did the weighing itself.”
    United States v. Heatherly, 
    985 F.3d 254
    , 265 (3d Cir. 2021).
    The District Court did so here by concluding on the record that
    the balance of probative value and unfair prejudice tipped
    heavily toward the latter and then excluding the statement on
    that basis. Having shown its work, we will affirm the District
    Court’s ruling.
    Nucera also urges that the statement qualified for the
    exception to hearsay found in Federal Rule of Evidence 807.
    That exception lets a court admit an otherwise inadmissible
    hearsay statement if the statement “is supported by sufficient
    guarantees of trustworthiness” and “is more probative on the
    point for which it is offered than any other evidence that the
    proponent can obtain through reasonable efforts.” Fed. R.
    Evid. 807(a). We have cautioned that this “residual exception”
    48
    applies “only when certain exceptional guarantees of
    trustworthiness exist and when high degrees of probativeness
    and necessity are present.” United States v. Bailey, 
    581 F.2d 341
    , 347 (3d Cir. 1978). Nucera apparently made this argument
    in a brief he sent to the District Court at 1:30 am on the morning
    of the hearing and did not docket until five days later, all while
    never raising Rule 807 at the hearing. So he arguably waived
    the argument, but in any case, it fails on its own terms.
    Nucera urges there are several reasons to find Stroye’s
    statement trustworthy under Rule 807 based on the
    circumstances under which he made it, namely Stroye made
    the statement in the comfort of his own home, and with his
    attorney present; he faced criminal penalties under 
    18 U.S.C. § 1001
     if he lied; he had no motive to lie; and he confirmed the
    same version of events in his meetings with agents and
    prosecutors. But trustworthiness has as much to do with the
    circumstances of the declarant’s observation of the matter as it
    does with the circumstances of making the statement after the
    fact. Nucera addresses only the latter. But there are clear
    reasons to question the former: among other things, the
    Government urges that Stroye had been pepper sprayed,
    affecting his ability to see who pushed him. Also, the
    Government’s theory of the event was that the attack happened
    from behind. All of that undermines Nucera’s contention that
    Stroye’s statement was trustworthy.
    Perhaps more importantly, a hearsay statement is only
    admissible under Rule 807 if “it is more probative on the point
    for which it is offered than any other evidence that the
    49
    proponent can obtain through reasonable efforts.” Fed. R.
    Evid. 807(a)(2). Stroye was available to testify, and his in-
    court testimony about who assaulted him would have been
    more probative on that point than the hearsay statement would
    have been. Accordingly, Stroye’s statement was not admissible
    under Rule 807.
    Whether or not Stroye’s statement could have been
    admitted under the hearsay rule, the District Court would still
    have been correct to exclude it based on Rule 403 because the
    lack of opportunity for cross-examination risked unfair
    prejudice that outweighed its probative value. So we find no
    error in the District Court’s ruling, and we will affirm.
    C.     The Unanimity Instruction Was Not
    Confusing
    Nucera next argues that the District Court erred by
    “confusing” the jury with its instruction about the specific
    unanimity required to convict Nucera for giving a false
    statement. Nucera Br. 49. He claims that the District Court’s
    final instruction could have led jurors to believe that “each
    individual juror must find that at least one—as opposed to all—
    of the four allegedly false statements were made by Appellant,
    but not that all jurors had to be unanimous as to which of the
    statements was made.” Nucera Br. 50.
    Federal Rule of Criminal Procedure 30 puts an
    important limit on appellate claims that a jury instruction was
    improper:
    50
    No party may assign as error any
    portion of the charge or omission
    therefrom unless that party objects
    thereto before the jury retires to
    consider its verdict, stating
    distinctly the matter to which the
    party objects and the grounds of
    the objection.
    United States v. Russell, 
    134 F.3d 171
    , 178 (3d Cir. 1998)
    (quoting Fed. R. Crim. P. 30). As we explained in Russell, Rule
    30 exists “to provide the district court an opportunity to correct
    potential problems in jury instructions before the jury begins
    its deliberations.” 
    Id.
     (citing United States v. Logan, 
    717 F.2d 84
    , 91 (3d Cir. 1983)) (emphasis added).
    Rule 30 governs the outcome here. Before instructing
    the jury, the District Court held a charging conference with the
    parties during which Nucera persuaded the Court to give a
    more precise unanimity instruction. The District Court obliged
    Nucera again when something in the Government’s closing
    troubled Nucera. Both times, the District Court did precisely
    what Nucera asked and the way he asked it be done. Nucera
    never objected. Once the jury retired to deliberate, Rule 30
    barred any challenge to the instructions. Because Nucera failed
    to challenge the instructions before deliberations, we review
    for plain error, 
    id. at 180
    , and on this record, we find none.
    Before giving his summation, and with the jury
    excused, Nucera raised his concern that the jury instruction
    may not have clearly communicated that, to convict, the jury
    51
    must be unanimous in concluding that any of the statements
    were false. When the jury returned, the District Court clarified
    the false statements instruction as Nucera requested:
    THE COURT: All right. Have a
    seat, ladies and gentlemen. Before
    we hear from [Nucera’s counsel], I
    just want to make sure I made
    myself clear.
    Charge 36, about the false
    statements, and I said you only
    need to find –you’re going to have
    to find one of the four [statements]
    to have met all of the five
    elements. Remember, your vote
    has to be unanimous as to those.
    Supp. App. 1196. We discern no error in the District Court’s
    instruction, let alone a plain one, and we note that, apart from
    urging juror confusion based on the affidavits, Nucera points
    to no case that casts doubt on the correctness of the instruction
    given here.
    So we will affirm the District Court’s instruction.
    D.     The District Court Erred in Part in Its
    Application of the Guidelines
    The District Court sentenced Nucera on May 26, 2021.
    The Presentence Investigation Report (PSR) calculated “an
    offense level of 12” and assigned Nucera a criminal history
    52
    category of one “because [he had] no criminal record, yielding
    a recommended sentence of 10 to 16 months.” App. 28. To
    reach its offense calculation, the PSR began with the base
    offense level of 6 required by § 2B1.1(c)(3), “[t]he guideline
    for a violation of 
    18 U.S.C. § 1001
    (a)(2).” PSR ¶ 26. It then
    used the provision in § 2B1.1(c)(3) permitting a cross
    reference when “the conduct related to the count of conviction
    establishes an offense specifically covered by another
    guideline in Chapter Two.” PSR ¶ 26. Based on that provision,
    the PSR concluded that because the count of conviction
    asserted that Nucera’s lie was about his civil rights violation, it
    was appropriate to cross reference the civil rights guideline
    § 2H1.1, which resulted in an increase of 6 offense levels. The
    District Court accepted the guideline calculation, and it varied
    from the guideline based on the nature of Nucera’s lies, as we
    discuss below, to impose a sentence of twenty-eight months.
    As for the application of the cross reference provision,
    the District Court noted that there was “very little law on [the]
    subject” and that the issue “ha[d] not come up very often on
    this specific cross reference.” App. 38. The District Court
    believed that the Supreme Court had eased the interpretive task
    by issuing recent guidance that sentencing courts could apply
    an unambiguous guideline using its plain text. And in the
    District Court’s view, § 2B1.1(c)(3)’s directive was clear: if
    the “conduct set forth in the count of conviction establishes an
    offense specifically covered by another Guideline in Chapter 2
    . . . apply that other Guideline.” App. 38. The District Court
    agreed with the Government that Count Three included the acts
    of the civil rights violation “because [that count] specifically
    53
    refer[ed] to the incident in which [Nucera] slammed [Stroye’s]
    head into the [doorjamb] during the arrest after [Stroye] had
    been restrained and handcuffed.” App. 38–39. So the Court
    overruled Nucera’s objection and found that the PSR was
    correct to use the cross reference from § 2B1.1(c)(3) to §
    2H1.1.
    In short, the District Court held that, because Count
    Three contained language related to the assault, the conduct in
    that count established a civil rights violation and permitted a
    cross reference to the civil rights guideline. But we believe that
    the cross reference should not have applied. Section
    2B1.1(c)(3) instructs that “[i]f . . . the defendant was convicted
    under a statute proscribing false, fictitious, or fraudulent
    statements or representations generally [and] the conduct set
    forth in the count of conviction establishes an offense
    specifically covered by another guideline in Chapter Two . . .
    apply that other guideline.” The District Court was right that
    there is little guidance on how to apply the provision, and we
    note this is a case of first impression in our Court. But the
    available caselaw compels us to read the cross reference more
    narrowly than the Government and the District Court.
    At issue is the meaning of the phrase “[i]f the conduct
    set forth in the count of conviction establishes an offense
    specifically covered by another guideline.” § 2B1.1(c)(3). The
    opinions of our sister courts help illuminate that meaning. In
    United States v. Arturo Garcia, 
    590 F.3d 308
     (5th Cir. 2009),
    the defendant lied to border officials about the status of an
    undocumented Mexican woman he tried to drive across the
    54
    U.S.-Mexico border in his pickup truck. 
    Id. at 310
    . The count
    of conviction alleged the defendant “made a false statement
    about his passenger’s citizenship to a border officer in an
    attempt to aid the female passenger’s entry into the United
    States.” 
    Id. at 316
    . Based on that conduct, the district court
    cross referenced § 2B1.1(c)(3)(C) to § 2L1.1, “which
    specifically covers Smuggling, Transporting, or Harboring an
    Unlawful Alien.” Id. at 313.
    The Fifth Circuit affirmed the cross reference because
    the sole count of conviction alleged Garcia lied to the border
    officer “in an attempt to aid the female passenger’s entry into
    the United States,” and the “alien-smuggling statute,
    § 1185(a)(2), expressly covers this conduct when it makes it a
    crime for any person to transport or attempt to transport from
    or into the United States another person with knowledge or
    reasonable cause to believe that the departure or entry of such
    other person is forbidden by this section.” Id. at 316 (cleaned
    up). Thus, the lie itself “established” the offense of aiding the
    passenger’s entry into the United States. Said another way, the
    conduct of lying to federal officials constituted the cross
    referenced offense of attempting to aid the illegal entry.
    The defendant in United States v. Genao, 
    343 F.3d 578
    ,
    581 (2d Cir. 2003), was similarly convicted of making a false
    statement under 
    18 U.S.C. § 1001
    , and the count of conviction
    alleged that he made a false innocence proffer to federal
    investigators about when he knew that certain funds came from
    illegal sources. The Government sought a cross reference to the
    obstruction of justice guideline on the theory that the defendant
    55
    lied to investigators so that they would not convene a grand
    jury to indict him. 
    Id.
     There was no general challenge to the
    application of the cross reference, but the defendant convinced
    the court that the charged conduct had to establish the exact
    elements of the offenses underlying the obstruction of justice
    guideline. 
    Id.
     at 582–83. Because the lying offense as charged
    did not include all the elements of the obstruction offenses, the
    Second Circuit affirmed the district court’s refusal to apply the
    cross reference. 
    Id.
     at 585–86. Thus, the Court held that the lie
    did not establish the second offense just because it obstructed
    justice; the lying as charged also had to include and establish
    all the elements of the obstruction offenses for the cross
    reference to apply. 
    Id.
    These two cases suggest that the conduct of lying must
    constitute the cross referenced offense. In Garcia, the lying
    constituted aiding the entry of an undocumented person, while
    in Genao, the lying did not constitute obstruction. The cases
    tell us “establish” means “constitute” or “equate to.” We hold
    that a cross reference under § 2B1.1(c)(3) is appropriate only
    when the defendant’s conduct of making the false statement
    itself constitutes or establishes the offense addressed in the
    other guideline.16 Here, the lying did not constitute, or
    16
    The District Court's view that “the conduct set forth in the
    count of [Nucera’s] conviction” included conduct other than
    lying could raise concerns that the cross reference provision is
    ambiguous. But the parties have not urged this interpretation.
    And even if we examined the text, structure, history and
    purpose of the cross reference provision to confirm its
    56
    establish, the civil rights violation. Instead, Nucera lied about
    whether he had committed a civil rights violation.
    Nucera’s situation is similar to United States v. Bah, 
    439 F.3d 423
    , 426 (8th Cir. 2006). Bah pled guilty to making false
    statements under 
    18 U.S.C. § 1001
     for his involvement in a
    fraudulent immigration documents scheme. 
    Id.
     The count of
    conviction alleged Bah falsely told “an Immigration and
    Customs Enforcement agent that he did not know the purpose
    of his and [an accomplice’s] overnight trip to Iowa from
    Maryland, when in truth and in fact, [Bah] knew the purpose
    of the trip was to pick up a package at the Post Office in Cedar
    Rapids, Iowa” containing fraudulent immigration documents
    used to obtain visas from foreign consulates. 
    Id.
     at 427–28. The
    district court relied on testimony from an Immigration and
    Customs Enforcement (ICE) agent to cross reference “the more
    punitive guideline of § 2L2.1 (the sentencing guideline for
    trafficking in immigration documents or making a false
    statement with respect to the immigration status of another).”
    Id. at 426.
    The Eighth Circuit held that the district court erred in
    using the cross reference. Even though the ICE agent’s
    ambiguity, as our precedent instructs, see United States v.
    Adair, 
    38 F.4th 341
    , 349 (3d Cir. 2022); United States v. Nasir,
    
    17 F.4th 459
    , 471 (3d Cir. 2021) (en banc), we would still
    conclude that the provision is not genuinely ambiguous, and
    we would also conclude that our interpretation limiting the
    conduct to lying is the correct one.
    57
    testimony showed Bah violated something more serious than
    
    18 U.S.C. § 1001
    , “the conduct set forth in the count of
    conviction” still failed to “establish that Bah committed an
    offense punishable pursuant to § 2L2.1.” Id. at 428. Bah lied
    about what he knew, but that lie did not constitute either of the
    offenses the district court cross referenced under § 2L2.1.
    Similarly, here, Nucera lied about what he did, but his lie does
    not constitute or establish a civil rights violation. We therefore
    conclude that the District Court should not have applied the
    cross reference to increase Nucera’s offense level, and we will
    remand for resentencing.17 Because we are vacating Nucera’s
    17
    Application Note 17 buttresses our conclusion that the cross
    reference does not apply here:
    Cross Reference in Subsection
    (c)(3).—Subsection            (c)(3)
    provides a cross reference to
    another guideline in Chapter Two
    (Offense Conduct) in cases in
    which the defendant is convicted
    of a general fraud statute, and the
    count of conviction establishes an
    offense involving fraudulent
    conduct that is more aptly covered
    by another guideline.
    But we need not rely on this note as we find no ambiguity in
    the guideline itself. See, e.g., Kisor v. Wilkie, 
    139 S. Ct. 2400
    ,
    2414–16 (2019).
    58
    sentence, we need not address his challenge to its substantive
    reasonableness.
    VI.    CONCLUSION
    For the reasons above, we will affirm the District
    Court’s denial of Nucera’s motion for a new trial or an
    evidentiary hearing, as well its evidentiary ruling and its
    instructions to the jury about unanimity. But we will vacate the
    District Court’s sentencing order and remand for further
    proceedings consistent with this opinion.
    59
    United States of America v. Frank Nucera, Jr., No. 21-2115
    ______________
    JORDAN, Circuit Judge, concurring.
    I join today’s opinion but write separately to underscore
    the duty of trial courts to contemporaneously investigate
    credible allegations of juror misconduct.
    As our opinion explains, the Supreme Court in Pena-
    Rodriguez v. Colorado identified a narrow constitutional
    exception to the no-impeachment rule embodied in Federal
    Rule of Evidence 606(b). The Court there said the “Sixth
    Amendment requires that the no-impeachment rule give way”
    where “a juror makes a clear statement that indicates he or she
    relied on racial stereotypes or animus to convict a criminal
    defendant[.]” 
    580 U.S. 206
    , 225 (2017). In other words, the
    constitutional exception is triggered only by a juror’s statement
    that the juror voted to convict based, in some significant
    measure, on the defendant’s race.
    That exception was and remains the single
    constitutional limitation on the no-impeachment rule.
    Although adopted by Congress in 1975 when it approved Rule
    606(b), 
    Pub. L. No. 93-595, § 1
    , 
    88 Stat. 1926
    , 1929-1948
    (1975), the no-impeachment rule has existed for centuries at
    common law, affording finality and stability to jury verdicts.
    Pena-Rodriguez, 580 U.S. at 215, 217-18; see also McDonald
    v. Pless, 
    238 U.S. 264
    , 267 (1915) (“[L]et it once be established
    that verdicts solemnly made and publicly returned into court
    can be attacked and set aside on the testimony of those who
    took part in their publication and all verdicts could be, and
    many would be, followed by an inquiry in the hope of
    1
    discovering something which might invalidate the finding.”).
    If finality in our trial-by-jury system is to be maintained, courts
    must resist expanding the constitutional exception, even when
    faced with evidence of juror misconduct.
    Knowing that, however, does not make this an easy case
    for me. On the contrary, the circumstances that came to light
    after the verdict here are so disturbing it is hard to let the
    verdict stand. If the sworn statements of four separate jurors
    are to be believed, Juror Pamela Richardson berated and
    threatened white jury members in her effort to strongarm them
    into convicting Nucera. They allege that she repeatedly called
    them racists, that she said they were inclined to acquit Nucera
    because of their racism, and that they would only be happy with
    an all-white jury. She allegedly declared that, “[e]very time I
    hear someone in this room say ‘I’m not prejudiced, I have a
    black friend[,’] if I had a gun, I would shoot each one of you.”
    (App. at 176 (Juror 3 Affidavit); accord 184 (Juror 4 Affidavit)
    (“[You just don’t know. I could shoot you all.”), 197 (Juror 2
    Affidavit) (“You are lucky I don’t have a gun because I would
    shoot some of you.”), 204 (Juror 11 Affidavit) (same).)
    Due to what one juror described as an atmosphere of
    “bullying, racial tensions, and unfounded accusations[,]” (App.
    at 166-67 ((Juror 3 Affidavit)), and to avoid being branded as
    racists, the four affiant-jurors voted to convict Nucera on
    Count Three, even though they now assert that they believed
    him to be innocent. (App. at 167 (Juror 3 Affidavit) (“As the
    deliberations progressed, I felt like I was being labelled as a
    racist if I did not find Frank Nucera guilty beyond a reasonable
    doubt.”); 176-77 (Juror 3 Affidavit) (“I was … particularly
    [troubled by] the accusations of racism directed at me … I was
    essentially shamed into voting guilty regarding Count Three,
    2
    despite that I did not want to do so.”); 185 (Juror 4 Affidavit)
    (“[H]er comment … made me feel like I was being racist to
    vote not guilty, even though not guilty was my true belief from
    the evidence.”); 195 (Juror 2 Affidavit) (“Ultimately, affected
    by all of the foregoing, I regrettably compromised my prior Not
    Guilty vote on Count 3 and changed it to Guilty.”); 208 (Juror
    11 Affidavit) (“This conduct and the comments by some other
    jurors … increasingly made me feel that the other jurors were
    perceiving me as a racist simply because I was voting not
    guilty.”).)
    In sum, it is alleged that Richardson, instead of
    endeavoring to convince the other jurors to convict Nucera
    based on evidence of his guilt, sought to improperly achieve
    her desired outcome by hurling race-based accusations and
    threats around the jury room. Guilty or not, Nucera, like all
    criminal defendants in our constitutional order, deserved an
    unbiased jury of his peers, people who would discuss the case,
    not each other’s skin color. And he was likewise entitled to
    jurors who would be influenced solely by the evidence and
    persuasive force of proper argument, not by threats and
    vituperation. If what the other jurors have said about
    Richardson’s remarks and about their own votes is true, he
    didn’t get that. Richardson stopped short of announcing that
    she was voting to convict Nucera because he is a white man,
    but, given that Nucera was charged with a racist hate crime,
    there is a terrible irony in the racially charged language that is
    said to have poisoned the jury deliberations.
    As bad as the allegations about Richardson’s statements
    are (and they are, I recognize, only allegations; she would
    likely give a different account of her remarks, but I am taking
    the allegations as true for purposes of this discussion), they
    3
    nevertheless do not amount to a clear statement about her vote
    to convict, as Pena-Rodriguez demands. Indeed, given the
    appalling evidence of Nucera’s racism and abuse of authority,
    one could conclude that Richardson would have been just as
    threatening and noxious in her comments during jury
    deliberations if Nucera had not been white.
    Nor did the four jurors who took the brunt of
    Richardson’s animus make any clear statements that their votes
    to convict were based on Nucera’s race. As today’s opinion
    points out, their statements instead show that they convicted
    him for fear of being themselves branded as racist. That is a
    distinction with a serious difference. See Pena-Rodriguez, 580
    U.S. at 225-26 (holding that, for the no-impeachment rule to
    give way, “there must be a showing that one or more jurors
    made statements exhibiting overt racial bias,” and that the
    overtly hostile statement show that “racial animus was a
    significant motivating factor in the juror’s vote to convict”).
    This case therefore illustrates the unsettling reality that
    there may simply be no remedy for juror misconduct if it comes
    to light too late, even when there is a real chance that the
    misconduct has undermined a defendant’s due process right to
    “a jury capable and willing to decide the case solely on the
    evidence before it[.]” Smith v. Phillips, 
    455 U.S. 209
    , 217
    (1982). Because of the countervailing value our society places
    on the confidentiality and finality of jury deliberations, a value
    of such high importance that it is given the force of law in Rule
    606(b), we are generally not free to correct even egregious
    wrongs once the jury has rendered its verdict. Although “we
    hope that jury deliberations proceed in a manner respectful of
    every juror’s opinion,” testimony “concerning intimidation or
    harassment of one juror by another falls squarely within the
    4
    core prohibition of the Rule.” United States v. Lakhani, 
    480 F.3d 171
    , 185 (3d Cir. 2007); see also 
    id. at 184
     (“[E]vidence
    of discussions among jurors, intimidation or harassment of one
    juror by another, and other intra-jury influences on the verdict
    is within the rule, rather than the exception, and is not
    competent to impeach a verdict.”)
    Fortunately, defendants have “other sources of
    protection” for their “right to a competent jury.” Tanner v.
    United States, 
    483 U.S. 107
    , 127 (1987). First, trial courts and
    counsel have the opportunity to examine the “suitability of an
    individual for the responsibility of jury service … during voir
    dire.” 
    Id.
     Second, “during the trial the jury is observable by
    the court, by counsel, and by court personnel.” 
    Id.
     And third,
    “jurors are observable by each other, and may report
    inappropriate juror behavior to the court before they render a
    verdict.” 
    Id.
    Without vigilance on the part of trial participants and
    court personnel, however, these sources of protection can end
    up being ineffectual. Here, Juror 2’s affidavit states that she
    twice attempted to alert the District Court about “disrespect
    and racial comments that were being made in the jury room
    during deliberations.” (App. at 194.) She says she told the
    Deputy Clerk “that some of [the] jurors were being called
    racists by other jurors[,]” to which the Deputy Clerk responded
    that, “if [she] had any further issues, [she] should write a note
    to the [j]udge.” (App. at 194.) That response suggested the
    only avenue by which Juror 2 could communicate improper
    conduct to the District Court was by a written note delivered
    through the jury foreperson. After being rebuffed by the
    Deputy Clerk, Juror 2 understandably declined to write a note
    because she feared other jurors’ reactions if the foreperson read
    5
    the note aloud. The result was that a serious problem that
    should have been promptly addressed was not.
    Once Richardson made her comment about shooting
    other jurors, Juror 2 again contacted the Deputy Clerk,
    explaining that the atmosphere “had gotten worse.” (App. at
    198.) This time, the Deputy Clerk informed the presiding
    judge, who then met with the jurors in their assembly room.
    Juror 2 stated in her affidavit that she could not remember
    whether she specifically mentioned Richardson’s threat, but
    she did recall crying as she “told the [j]udge that there was
    serious disrespect going on in the jury room.” (App. at 198.)
    The District Judge, widely and rightly respected, is said to have
    advised the jurors that “personal feelings [had] to be left out of
    the deliberation room[.]” (App. at 199.) Had he known of
    threats, he would surely have inquired further, but, at this
    juncture, we can only guess what he was told. Whatever it was,
    though, was not plain enough to convey what we are being told
    now. Again, timing matters.
    If we are to maintain the careful balance between
    protecting a defendant’s right to a competent jury and
    respecting the post-verdict confidentiality and finality of jury
    deliberations, jurors must promptly and clearly report
    misconduct, and court personnel in turn must promptly report
    allegations of jury misconduct to the trial judge. If the judge
    learns of serious misconduct before the jury delivers its verdict,
    there should then, of course, be an immediate investigation
    adequate to address the seriousness of the allegations. Cf.
    Smith at 217 (“[A] trial judge [must be] ever watchful to
    prevent prejudicial occurrences and to determine the effect of
    such occurrences when they happen.” (emphasis added)).
    Although Rule 606(b) protects the finality of verdicts, neither
    6
    its express terms nor its purpose prevents inquiry into juror
    misconduct before a verdict is rendered.
    7