Turku PET Centre and Turku University Hospital, University of Turku, FI-20520, Turku, Finland;
Turku University Hospital, University of Turku, FI-20520, Turku, Finland.
Proc Natl Acad Sci U S A. 2018 Sep 11;115(37):9198-9203. doi: 10.1073/pnas.1807390115. Epub 2018 Aug 28.
Subjective feelings are a central feature of human life. We defined the organization and determinants of a feeling space involving 100 core feelings that ranged from cognitive and affective processes to somatic sensations and common illnesses. The feeling space was determined by a combination of basic dimension rating, similarity mapping, bodily sensation mapping, and neuroimaging meta-analysis. A total of 1,026 participants took part in online surveys where we assessed () for each feeling, the intensity of four hypothesized basic dimensions (mental experience, bodily sensation, emotion, and controllability), () subjectively experienced similarity of the 100 feelings, and () topography of bodily sensations associated with each feeling. Neural similarity between a subset of the feeling states was derived from the NeuroSynth meta-analysis database based on the data from 9,821 brain-imaging studies. All feelings were emotionally valenced and the saliency of bodily sensations correlated with the saliency of mental experiences associated with each feeling. Nonlinear dimensionality reduction revealed five feeling clusters: positive emotions, negative emotions, cognitive processes, somatic states and illnesses, and homeostatic states. Organization of the feeling space was best explained by basic dimensions of emotional valence, mental experiences, and bodily sensations. Subjectively felt similarity of feelings was associated with basic feeling dimensions and the topography of the corresponding bodily sensations. These findings reveal a map of subjective feelings that are categorical, emotional, and embodied.
主观感受是人类生活的核心特征。我们定义了一个包含 100 种核心感觉的感觉空间的组织和决定因素,这些感觉从认知和情感过程到身体感觉和常见疾病都有涉及。感觉空间是通过基本维度评分、相似性映射、身体感觉映射和神经影像学荟萃分析的组合来确定的。共有 1026 名参与者参加了在线调查,我们在其中评估了每种感觉的(),四个假设的基本维度(心理体验、身体感觉、情绪和可控制性)的强度(),以及与每种感觉相关的身体感觉的()主观体验相似性。根据来自 9821 项脑成像研究的数据,从 NeuroSynth 荟萃分析数据库中得出了感觉状态子集之间的神经相似性。所有的感觉都有情绪色彩,身体感觉的显著性与与每种感觉相关的心理体验的显著性相关。非线性维度降低揭示了五个感觉簇:积极情绪、消极情绪、认知过程、身体状态和疾病、以及体内平衡状态。感觉空间的组织最好由情感效价、心理体验和身体感觉的基本维度来解释。感觉的主观相似性与基本感觉维度和相应身体感觉的拓扑结构有关。这些发现揭示了一种主观感觉的图谱,这种图谱是分类的、情绪化的和具身的。