Hoemann Katie, Hartley Ludger, Watanabe Akira, Solana Leon Estefania, Katsumi Yuta, Barrett Lisa Feldman, Quigley Karen S
Department of Psychology, Northeastern University, Boston, MA, USA.
Khoury College of Computer Science, Northeastern University, Boston, MA, USA.
Psychophysiology. 2021 Feb;58(2):e13727. doi: 10.1111/psyp.13727. Epub 2020 Nov 25.
The ability to learn new emotion concepts is adaptive and socially valuable as it communicates culturally held understandings about values, goals, and experiences. Yet, little work has examined the underlying mechanisms that allow for new emotion concepts and words to be integrated into the conceptual system. One such mechanism may be conceptual combination, or the ability to form novel concepts by dynamically combining previously acquired conceptual knowledge. In this study, we used event-related potentials (ERPs) to investigate the electrophysiological correlates of novel emotion concept acquisition via conceptual combination. Participants were briefly trained on 30 novel emotion combinations, each consisting of two English emotion words (the components; e.g., "sadness + fatigue") and a pseudoword (the target; e.g., "despip"). Participants then completed a semantic congruency task while ERPs were recorded. On each trial, two components were presented serially, followed by a target; participants judged whether the target was a valid combination of the preceding components. Targets could be correct or incorrect trained pseudowords, or new untrained pseudowords. Furthermore, components could be presented in reversed order (e.g., "fatigue" then "sadness") or as synonyms (e.g., "exhaustion" for "fatigue"). Consistent with our main hypotheses, we found a main effect of target, such that the correct combinations showed reduced N400 amplitudes when compared to both incorrect and untrained pseudowords. Critically, this effect held regardless of how the preceding components were presented, suggesting deeper semantic learning. These results extend prior findings on conceptual combination and novel word learning, and are congruent with predictive processing accounts of brain function.
学习新的情感概念的能力具有适应性且在社交方面有价值,因为它传达了关于价值观、目标和经历的文化认知。然而,很少有研究探讨能让新的情感概念和词汇融入概念系统的潜在机制。其中一种机制可能是概念组合,即通过动态组合先前习得的概念知识来形成新概念的能力。在本研究中,我们使用事件相关电位(ERP)来探究通过概念组合获取新情感概念的电生理相关性。参与者被简要训练了30种新的情感组合,每种组合由两个英语情感词汇(组成部分;例如,“悲伤 + 疲惫”)和一个伪词(目标词;例如,“despip”)组成。然后参与者完成一项语义一致性任务,同时记录ERP。在每次试验中,依次呈现两个组成部分,随后是一个目标词;参与者判断目标词是否是先前组成部分的有效组合。目标词可以是正确或错误的已训练伪词,或者是新的未训练伪词。此外,组成部分可以以相反的顺序呈现(例如,先“疲惫”后“悲伤”)或作为同义词呈现(例如,用“exhaustion”代替“fatigue”)。与我们的主要假设一致,我们发现了目标词的主效应,即与错误和未训练的伪词相比,正确组合的N400波幅降低。至关重要的是,无论先前的组成部分如何呈现,这种效应都成立,这表明有更深层次的语义学习。这些结果扩展了先前关于概念组合和新单词学习的研究发现,并且与大脑功能的预测加工理论相符。