Negative affect stimulates bottom-up, systematic analysis that reduces fundamental attribution error. This effect is documented in FAE research in which students evaluated a fake debater on attitude and likability based on an essay the "debater" wrote. After being sorted into positive or negative affect groups, participants read one of two possible essays arguing for one side or another on a highly controversial topic. Participants were informed that the debater was assigned a stance to take in the essay that did not necessarily reflect his views. Still, the positive affect groups rated debaters who argued unpopular views as holding the same attitude expressed in the essay. They were also rated as unlikeable compared to debaters with popular stances, thus, demonstrating FAE. In contrast, the data for the negative affect group displayed no significant difference in ratings for debaters with popular stance and debaters with unpopular stances. These results indicate that positive affect assimilation styles promote fundamental attribution error, and negative affect accommodation styles minimize the error in respect to judging people. Negative affect benefits judgment in diminishing the implicit use of stereotypes by promoting closer attention to stimuli. In one study, participants were less likely to discriminate against targets that appeared Muslim when in a negative affective state. After organizing participants into positive and negative affect groups, researchers had them play a computer game. Participants had to make rapid decisions to shoot only at targets carrying a gun. Some of the targets wore turbans making them appear Muslim. As expected, there was a significant bias against Muslim targets resulting in a tendency to shoot at them. However, this tendency decreased with subjects in negative affective states. Positive affect groups developed more aggressive tendencies toward Muslims. Researchers concluded that negative affect leads to less reliance on internal stereotypes, thus decreasing judgmental bias. Multiple studies have shown that negative affectivity has a beneficial role in increasing skepticism and decreasing gullibility. Because negative affective states increase external analysis and attention to details, people in negative states are better able to detect deception. Researchers have presented findings in which students in negative affective states had improved lie detection compared to students in positive affective states. In a study, students watched video clips of everyday people either lying or telling the truth. First, music was used to induce positive, negative, or neutral affect in participants. Then, experimenters played 14 video messages that had to be identified by participants as true or false. As expected, the negative affect group performed better in veracity judgments than the positive affect group who performed no better than chance. Researchers believe that the negative affect groups detected deception more successfully because they attended to stimulus details and systematically built inferences from those details.