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Illuminating the conceptual structure of the space of moral violations with searchlight representational similarity analysis

机译:用探照灯表征相似性分析阐明道德侵犯空间的概念结构

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摘要

Characterizing how representations of moral violations are organized, cognitively and neurally, is central to understanding how people conceive and judge them. Past work has identified brain regions that represent morally relevant features and distinguish moral domains, but has not yet advanced a broader account of where and on what basis neural representations of moral violations are organized. With searchlight representational similarity analysis, we investigate where category membership drives similarity in neural patterns during moral judgment of violations from two key moral domains: Harm and Purity. Representations converge across domains in a network of regions resembling the mentalizing network. However, Harm and Purity violation representations respectively converge in different regions: precuneus (PC) and left inferior frontal gyrus (LIFG). Examining substructure within moral domains, Harm violations converge in PC regardless of subdomain (physical harms, psychological harms), while Purity subdomains (pathogen-related violations, sex-related violations) converge in distinct sets of regions – mirroring a dissociation observed in principal-component analysis of behavioral data. Further, we find initial evidence for representation of morally relevant features within these two domain-encoding regions. The present analyses offer a case study for understanding how organization within the complex conceptual space of moral violations is reflected in the organization of neural patterns across the cortex.
机译:表征道德违法行为的表征是如何在认知和神经方面进行组织的,这对于理解人们如何构思和判断它们至关重要。过去的工作已经确定了代表道德相关特征并区分道德领域的大脑区域,但尚未对在何处以及在何基础上组织道德违规的神经表示进行更广泛的说明。通过探照灯代表性相似性分析,我们调查了在从两个关键道德域(危害和纯度)进行违规行为的道德判断期间,类别成员在神经模式中驱动相似性的位置。表示法在类似于思维化网络的区域网络中跨域汇聚。但是,危害和纯度违规表示分别收敛于不同区域:足前神经(PC)和左下额回(LIFG)。检查道德领域内的子结构后,危害侵犯行为在PC中会聚在一起,而与子域无关(身体伤害,心理伤害),而纯度子域(与病原有关的侵犯行为,与性相关的侵犯行为)会聚在不同的区域中。行为数据的成分分析。此外,我们找到了在这两个域编码区域内代表道德相关特征的初步证据。本分析提供了一个案例研究,以了解在道德侵犯的复杂概念空间内的组织如何在整个皮质的神经模式组织中得到反映。

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