Fingerprint patterns of human brain activity reveal a dynamic mix of emotional responses during virtual intergroup encounters

IF 4.5 2区 医学 Q1 NEUROIMAGING NeuroImage Pub Date : 2025-03-06 DOI:10.1016/j.neuroimage.2025.121129
Gloria Mendoza-Franco , Inga Jasinskaja-Lahti , Matthias B. Aulbach , Ville J. Harjunen , Anna Peltola , J. Niklas Ravaja , Matilde Tassinari , Saana Vainio , Iiro P. Jääskeläinen
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Abstract

The Stereotype Content Model (SCM) states that different social groups elicit different emotions according to their perceived level of competence and warmth. Because of this relationship between stereotypes and emotional states and because emotions are highly predictive of intergroup behaviors, emotional evaluation is crucial for research on intergroup relations. However, emotional assessment heavily relies on self-reports, which are often compromised by social desirability and challenges in reporting immediate emotional appraisals. In this study, we used machine learning to identify emotional brain patterns using functional magnetic resonance imaging. Subsequently, those patterns were used to monitor emotional reactions during virtual intergroup encounters. Specifically, we showed Finnish majority group members 360-videos depicting members of their ethnic ingroup and immigrant outgroups approaching and entering participants’ personal space. All the groups showed different levels of perceived competence and warmth. In alignment with the SCM, our results showed that the groups perceived as low in competence and warmth evoked contempt and discomfort. Moreover, the ambivalent low-competent/high-warm group elicited both happiness and discomfort. Additionally, upon the protagonists’ approach into personal space, emotional reactions were modulated differently for each group. Taken together, our findings suggest that our method could be used to explore the temporal dynamics of emotional responses during intergroup encounters.
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人脑活动的指纹模式揭示了虚拟群体间相遇时情绪反应的动态组合
刻板印象内容模型(SCM)指出,不同的社会群体根据其感知到的能力和温暖程度而引起不同的情绪。由于刻板印象与情绪状态之间的这种关系,以及情绪对群体间行为的高度预测性,因此情绪评价对群体间关系的研究至关重要。然而,情绪评估在很大程度上依赖于自我报告,而自我报告往往受到社会期望和报告即时情绪评估的挑战的影响。在这项研究中,我们使用机器学习来识别功能磁共振成像的情绪大脑模式。随后,这些模式被用来监测虚拟群体间相遇时的情绪反应。具体来说,我们向芬兰多数群体成员展示了360个视频,这些视频描绘了他们种族内群体和移民外群体的成员接近并进入参与者的个人空间。所有的小组都表现出不同程度的感知能力和热情。与SCM一致,我们的结果表明,被认为能力和热情较低的群体引起了蔑视和不适。此外,矛盾的低能力/高热情组引起了快乐和不舒服。此外,在主角进入个人空间的过程中,每个小组的情绪反应也不尽相同。综上所述,我们的研究结果表明,我们的方法可以用于探索群体间接触中情绪反应的时间动态。
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来源期刊
NeuroImage
NeuroImage 医学-核医学
CiteScore
11.30
自引率
10.50%
发文量
809
审稿时长
63 days
期刊介绍: NeuroImage, a Journal of Brain Function provides a vehicle for communicating important advances in acquiring, analyzing, and modelling neuroimaging data and in applying these techniques to the study of structure-function and brain-behavior relationships. Though the emphasis is on the macroscopic level of human brain organization, meso-and microscopic neuroimaging across all species will be considered if informative for understanding the aforementioned relationships.
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