Martin P. and Nanja Rutherford, who were found guilty of two counts of tax evasion, appeal the district court’s denial of their motion for a new trial on grounds of jury intimidation, tampering, and misconduct. They assert three errors on appeal. They first contend that the district court erred in concluding that jurors’ statements that they discussed Mrs. Rutherford failure to testify at trial were inadmissible under Fed.R.Evid. 606(b). We reject this contention and affirm the district court on this point. They also assert that the jury was prejudiced because a large number of IRS and government agents sat directly behind the prosecution table throughout the trial and glared at the jurors, intimidating them, and causing some of the jurors to fear that if they acquitted the Rutherfords, the IRS might retaliate against them. In this regard, the Rutherfords assert that the district court improperly restricted the scope of the evi-dentiary hearing and impeded their ability to make a prima facie showing that the jurors were adversely influenced 1 by the government agents’ conduct. The Ruther-fords’ more fundamental contention, however, is that the district court erred in finding that théy must prove that the agents “intended” to influence the jurors. According to the ■ Rutherfords, they need show only that the agents’ conduct created a risk that the verdict might be influenced, regardless of the government’s motive. On the latter two points, we agree with the Rutherfords. Accordingly, we vacate the district court’s ruling, and remand for further proceedings.
I.
a. The Underlying Tax Evasion Case
The IRS investigated the Rutherfords for filing false tax returns and not paying *636 taxes, commencing with the 1988 returns. In 1999, after the Rutherfords failed to cooperate with an IRS agent investigating their 1992 and 1993 tax returns, the government charged them with willfully making and subscribing to a false income tax return, in violation of 26 U.S.C. § 7206(1), and willfully failing to file an income tax return, in violation of 26 U.S.C. § 7203 (hereinafter “tax evasion”).
b. The Trial
The Rutherfords’ evidence at trial centered principally on proving that any underpayments in taxes were not intentional, but rather resulted from following inaccurate and misleading advice provided by individuals who held themselves out as tax experts. It was uncontested that, from 1969 until 1988, the Rutherfords paid their taxes in full without incident. However, between 1988 and 1990 they spent approximately $125,000 on Church of Scientology-related business courses and travel, an amount which they deducted from their returns. The IRS audited the couple’s returns for these years. It concluded that the Rutherfords had underpaid their taxes, largely on the ground that the deduction of the Scientology-related expenses was improper. The IRS auditor told the Ruther-fords that they owed approximately $150,000. Although the Rutherfords did not agree that they owed this amount, counsel advised them against contesting it due to the prohibitive costs of litigation.
Acting on counsel’s advice, Mr. Rutherford offered the IRS a settlement of $111,000 and sent a payment of $50,000 with the offer. The IRS accepted the offer and the payment.
Shortly thereafter, however, the IRS sent the Rutherfords a letter stating that they continued to owe $91,145.70. Mr. Rutherford testified that he was upset because he believed that he owed only $61,000 plus interest (the remainder of the $111,000 settlement). He said that he contacted an accountant to help resolve the discrepancy, but that, while he was on vacation, the IRS placed a levy on approximately $72,900 in his bank accounts.
After the IRS placed the levy on his bank account, Mr. Rutherford attended a seminar by Palle “Pono” Bognaes of International Tax Technology (“ITT”). Bog-naes claimed to be a tax specialist and attorney with 20 years experience. 2 After a consultation with Bognaes, the Ruther-fords hired him to represent them and paid him approximately $18,000 in fees. The Rutherfords provided Bognaes with all the information regarding their 1992 taxes and relied on him to prepare a correct return. Bognaes advised the Ruther-fords that they owed no taxes for 1992 and, in fact, might be eligible for a refund.
Mr. Rutherford testified that he and his wife signed a blank tax form for their 1992 tax returns and gave it to Bognaes to fill out and file. Mr. Rutherford stated that it had been his common practice to sign blank returns when his bookkeeper had completed his taxes. He stated that he had “no evil intent” in filing the return, but rather was following the advice given by his representative. He testified that he received repeated assurances that everything Bognaes was recommending was legal. 3
*637 Unsure about how to proceed in 1993, Mr. Rutherford hired a second tax attorney, Jerry Aurillo. Aurillo advised him not to file a tax return for 1993. Rutherford testified that he followed Aurillo’s advice.
The Rutherfords introduced expert testimony from Anthony Granata, a tax specialist. He opined that the Rutherfords were over-assessed taxes for 1988 through 1990, and therefore had approximately $62,500 in overpayments that they were entitled to carry forward to 1992 and 1993. He further testified that it was his opinion that, as a result of the carry forward of tax payments from previous years, if defendants’ tax obligation for 1992 was $70,000 (as the government contended), the amount of taxes of “zero” shown as due and owing on defendants’ filed return would be correct.
The government’s case centered on presenting evidence that the Rutherfords’ failure to include any income on their 1992 tax return and to file a 1993 tax return was willful. It introduced minutes from a November 20, 1992, meeting, which included the statement, “IRS: we have decided to fight back. Talked [sic] to the attorneys in Sacramento and find out if we have any recourse.” The IRS also presented evidence that, after it placed its levy on their bank accounts, the Rutherfords began shifting assets to an unincorporated business organization.
The Rutherfords’ former bookkeeper, Jo Niel, testified that in January of 1993, Mrs. Rutherford told her that she was “never filing taxes again.” Niel also testified that she told the Rutherfords that getting involved with Bognaes and ITT “wasn’t a good idea.”
The government introduced a statement made by Mrs. Rutherford in a May 28, 1993, management meeting: “Taxes, to pay or not to pay. That is a question all right, to be decided one way or another real soon.” It presented evidence that in February of 1993, Mr. and Mrs. Rutherford sent letters to the IRS, in which they stated that their wages were excluded from taxation by Congress. In February of 1993, Mrs. Rutherford also sent a letter demanding that the IRS stop withholding taxes from her wages. In another letter the Rutherfords asked that their signatures be canceled on all returns filed with the IRS between 1968 and 1991.
Mrs. Rutherford did not testify at trial. To ensure that the jury understood that it was impermissible to discuss or consider her failure to testify during its deliberations, the district court gave the following instruction:
The defendant in a criminal case has an absolute right under our Constitution not to testify. The fact that Defendant Nanja Rutherford did not testify must not be discussed or considered in any way when deliberating and in arriving at your verdict. No inference of any kind may be drawn from the fact that a defendant decided to exercise her privilege under the Constitution and did not testify. As stated before, the law never imposes upon a defendant in a criminal case the burden or duty of calling any witnesses or of producing any evidence.
The jury returned verdicts finding the defendants guilty on both counts. The court sentenced them each to five months imprisonment as to Count I, and five months imprisonment as to Count 2, to run concurrently, followed by one year of supervised release as to each Count, also to run concurrently. The court ordered them to pay restitution in the amount of $141,812.75 and costs of prosecution of $2,637. The court also ordered each of them to pay a fine of $3,999 and a special assessment of $75. The Rutherfords appealed and we rejected that appeal.
*638 The Rutherfords then moved for a new trial, alleging that the jury had improperly discussed Mrs. Rutherford’s failure to testify and that the presence of so many IRS agents in the courtroom who were “glaring” at the jurors intimidated the jury and prejudiced its deliberations. 4
The Rutherfords introduced evidence that throughout the tax evasion trial, up to ten current and former agents of the IRS and Department of Justice (hereinafter “agents”) were in attendance. They also submitted affidavits of three jurors and one non-juror. The investigator who took the affidavits, Charles “Bo” Wiseman, stated that the affidavits were difficult to obtain because the jurors were “afraid of retaliation from the IRS.”
Juror Graham Hartung averred:
We felt that because Dr. Rutherford had failed to file his tax returns that we had no choice but to find him guilty. There was also some discussion as to possible retaliation against jurors by certain IRS auditors, and the fact that given the behavior of the IRS in the Rutherford matter the IRS would be able to make it very difficult for individuals who crossed them.
Hartung also stated that some of the jurors had discussed the power of the IRS.
Juror Vicki Walker averred:
During the course of the proceedings and during deliberations several jurors discussed the power of the IRS, the treatment of Dr. Rutherford and his wife by certain IRS auditors and possibility of retaliation on the part of the IRS. This discussion as to possible retaliation against jurors by certain IRS auditors resulted because there were a number of IRS employees who attended the trial, were present every day, and every time I looked at them they seemed to be glaring at the jury. This was very unsettling to some on [sic] the jurors. Also given the behavior of the IRS towards the Rutherfords over a nearly 10 year period, we were very aware that the IRS could make it difficult for individuals who crossed them.
Jury Foreperson Terry Hoff averred:
I personally was awed by the ability and amount of information that the IRS had available to them on every individual. I do not know how every other juror felt. Some did take note of the number of IRS employees who were always present during the trial.
Non-juror Sandra Crow, a business associate of Russ Keele, another juror in the case, stated:
Mr. Keele told me that some of the other jurors felt intimidated by the Internal Revenue Service and discussed the possibility of being audited if they acquitted the Rutherfords.
Two of the jurors also averred that they considered it significant that Mrs. Rutherford did not testify, and that the jurors discussed the matter during deliberations.
Juror Walker stated that,
One of the things discussed during deliberations was the fact that Mrs. Rutherford did not testify. We felt that under the circumstances, Mrs. Rutherford should have defended herself.
Jury Foreperson Hoff also stated that,
*639 One of the other things discussed during deliberations was the fact that Mrs. Rutherford did not testify. Several jurors wondered why Mrs. Rutherford did not testify. We felt that under the'circumstances, Mrs. Rutherford should have defended herself.
After reviewing the affidavits, the district court concluded that the jurors’ statements relating to Mrs. Rutherford’s failure to testify were inadmissible under Fed. R.Evid. 606(b) and therefore that the Rutherfords’ claim that the jury did not follow the court’s instructions could not form a basis for a new trial.
In support of the allegations of jury intimidation or tampering, the district court struck portions of the jurors’ affidavits stating that they believed the IRS might retaliate against them, because such statements “constitute[d] evidence of the effect of such conduct upon jurors’ mind or emotions as influencing them to assent to or dissent from the verdict and[sic] concern jurors’ mental processes.” In the court’s view, the only statement that could provide a basis for the motion was Juror Walker’s statement regarding the presence of so many “glaring” IRS agents in the courtroom. Based on this statement, the court ordered an evidentiary hearing, but he expressly limited it to juror testimony as to “the existence of such [agent] conduct at the time it occurred.” He then advised the defendants that they bore the burden of proving that the government agents intended to intimidate or influence the jurors. Without such a showing, the judge concluded, the conduct must be considered as a more prosaic form of contact with the jurors, a form that would place the burden of proof on the defendants and require them to prove actual prejudice in order to obtain a new trial.
At the evidentiary hearing, it was established that between seven and ten agents of the IRS (and the Department of Justice), active and retired, were in the courtroom--throughout most of the- trial,- sitting in the first two rows behind the- prosecution table and, periodically, conversing with the prosecutors. Thé agents testified that théy attended the trial either as part of their duties or for training purposes, and that they did not attend with the purpose of intimidating the jurors.
At the end of the evidentiary hearing, the district judge found credible the testimony of a juror that agents sitting in the first and second row behind the prosecution had glared and stared at the jurors; he also noted that the jurors had discussed this fact among themselves on more than one occasion. According to the district judge, however, the issue was whether the government agents intended to intimidate or influence the jurors. He held that the Rutherfords had failed to prove that “[the conduct] of the IRS personnel was intentionally an effort to influence the jury. This means a knowing threat of some sort or other, an intentional act to influence the jury, a knowing and intentional act designed to influence the jury.” After finding that there was “no credible evidence that the IRS ... intended to [ ] influence the jury,” the court shifted the burden of proof to the defendants and required them to establish actual prejudice in order to be granted a new trial. Because the Ruther-fords could not prove “actual prejudice,” the court denied their motion for a new trial.
II.
The Rutherfords first contend that the district court erred in concluding that the jurors’ discussion of Mrs. Rutherford’s failure to testify was inadmissible.
Fed.R.Evid. 606(b) bars juror’s testimony as to “any matter or statement *640 occurring during the course of the jury’s deliberations or to the effect of anything upon that or any other juror’s mind or emotions as influencing the juror to assent to or dissent from the verdict or indictment or concerning the juror’s mental processes in connection therewith.” Id. There are two exceptions: a juror may testify as to whether (1) “extraneous prejudicial information was improperly brought to the jury’s attention” or (2) whether “any outside influence was improperly brought to bear upon any juror.” Id.
Prior to this case, we have not addressed the specific issue presented here, namely whether Rule 606(b) bars consideration of jurors’ statements that they ignored the court’s instructions and discussed a defendant’s failure to testify during deliberations. However, in a somewhat analogous ease,
United States v. Falsia,
III.
The Rutherfords next contend that the district court erred in determining that where there are allegations of jury intimidation or tampering, prejudice should be presumed only if the defendants can prove that those whose actions are being challenged
intended
to influence the jury. Specifically, they assert that the district court erred in determining that, “regardless of the effect” the IRS agents’ conduct may have had on the jurors, without proof of intent on the agents’ part prejudice could not be presumed. They also contend that the district court erred in striking significant portions of the jurors’ affidavits
*641
on this basis and then limiting the scope of the matters to be pursued at the evidentia-ry hearing. They state that the district court’s error in this regard prevented them from developing a sufficient record showing that the agents’ conduct created a risk that the verdict would be influenced.
Caliendo v. Warden,
The Sixth Amendment “guarantees criminal defendants a verdict by impartial, indifferent jurors.”
Dyer v. Calderon,
In
Remmer v. United States,
We have applied the
Remmer/Mattox
rule in a number of cases and have consistently stated that the appropriate inquiry is whether the unauthorized conduct or contact is potentially prejudicial, not
*642
whether the parties alleged to have tampered with the jury did so intentionally.
See, e.g., Caliendo,
Similarly, in
Dutkel,
Further, in
United States v. Elias,
In this case, the conduct at issue was that of government agents intimately associated with the prosecution. The IRS and DOJ agents sat directly behind the prosecution table throughout the trial, several of the agents were key witnesses in the case, and the prosecutor turned around and conversed with the agents during the trial proceedings and trial breaks. At least one juror alleged that a number of the agents regularly glared at her and her fellow jurors. The courts have emphasized that judges should exercise additional caution when government employees are involved, because of a heightened concern that the jurors will not “feel free to exercise [their] functions” with the Government “looking over [their] shoulder[s].”
Remmer I,
*644
For these reasons, we hold that the district court erred in concluding that the defendant must prove that the individuals involved
intended
to influence or prejudice the jurors in order for the presumption of prejudice to apply. The appropriate inquiry is whether the unauthorized conduct “raises a risk of influencing the verdict,”
Caliendo,'
Although the line that courts have drawn between the forms of juror testimony that are admissible and even inadmissible to show juror bias is imprecise — and although some may consider it artificial— we have made it clear that a court may not, under Rule 606(b), consider testimony “regarding the affected juror’s mental processes in
reaching the verdict.” Elias,
In view of the above, we agree with the Rutherfords that the district court erred in limiting juror testimony to “the
existence
of [IRS] conduct at the time it occurred.” On remand, the district court should allow the parties to introduce evidence regarding the jurors’ perceptions of .the agents’ conduct and any discussions among the jurors concerning the possibility of IRS retaliation if they voted to acquit.
See Henley,
In sum, because the district court applied the wrong legal standard and improperly limited the scope of the eviden-tiary hearing, we vacate and remand for further proceedings consistent with this opinion. If upon completion of those proceedings, the district court concludes that the verdict was tainted, the judgment of conviction shall be set aside and a new trial may be conducted, if the prosecution so elects. Should, however, the district court determine that no jury intimidation or tampering occurred, it shall reinstate the judgment.
VACATED AND REMANDED.
Notes
. Despite his representations, Bognaes was not a licensed attorney.
. Mr. Rutherford also testified that he received several notices from the IRS that informed him that he had overpaid taxes in previous years, and that these overpayments had been applied to other taxes owed. He stated that, at the time, he believed the overpayment notices were related to his income taxes. At trial, he recognized that it was his employment taxes that he had overpaid.
. In their first appeal, the Rutherfords raised several issues regarding the district court’s various evidentiary rulings and its failure to grant their Fed.R.Civ.P. 29 motions for judgments of acquittal, none of which is the subject of the current appeal. The court affirmed their convictions in a memorandum disposition.
United States v. Rutherford,
. The other circuits that have addressed this question have held, as we do here, that because the juror did not learn of the defendant's failure to testify through improper channels, jurors' discussions regarding this fact do not fall within either exception of Rule 606(b)’s.
See, e.g., United States v. Tran,
. The government points to our statement in Dutkel that jury tampering is "normally understood” as “an effort to influence the jury’s verdict by threatening or offering inducements to one or more of the jurors.” Id. at 895. We stand by that statement. What we described in Dutkel is certainly the case in many, if not most, instances of jury tampering. However, Dutkel did not purport to describe all cases of jury tampering;; nor did it consider the question presented here. We do not read Dutkel’s generic description of jury tampering as limiting the application of the presumption of prejudice to only those cases in which it can be shown that there was an intent to prejudice the jury, particularly because, in Dutkel, we reaffirmed the reasoning in Angulo and stated that "even indirect coercive contacts that could affect the peace of mind of the jurors give rise to the Remmer presumption.” Id. at 897.
.
See Turner v. Louisiana,
. While we express no opinion as to the merits on remand, it is clear that, standing alone, the mere attendance of seven to ten agents at trial is not grounds for applying a presumption of prejudice, or, for that matter, granting a new trial. Glaring and staring at jurors on a regular basis may be another matter.
. In this regard, we note that jurors are often reluctant to disclose whether they were influenced by an improper contact.
Cf. Jeffries v. Wood,
