Author, as appears in the article.: Betancourt, áA; Guasch, M; Ferré, P
Department: Psicologia
URV's Author/s: Guasch Moix, Marc
Keywords: Valence Random forest Negative words Lexical decision Interoception Feeling Erp Emotion-laden words Emotion-label words Core affect Component process model Arousal Anew Affective norms Adaptation
Abstract: Past research that distinguishes between affective and neutral words has predominantly relied on two-dimensional models of emotion focused on valence and arousal. However, these two dimensions cannot differentiate between emotion-label words (e.g., fear) and emotion-laden words (e.g., death). In the current study, we aimed to determine the unique affective characteristics that differentiate emotion-label, emotion-laden, and neutral words. Therefore, apart from valence and arousal, we considered different affective features of multi-componential models of emotion: action, assessment, expression, feeling, and interoception. The study materials included 800 Spanish words (104 emotion-label words, 340 emotion-laden words, and 356 neutral words). To examine the differences between each word type, we carried out a Principal Component Analysis and a Random Forest Classifier technique. Our results indicate that these words are characterized more precisely when the two-dimensional approach is combined with multi-componential models. Specifically, our analyses revealed that feeling, interoception and valence are key features in accurately differentiating between emotion-label, emotion-laden, and neutral words.
Thematic Areas: Saúde coletiva Psychology, multidisciplinary Psychology (miscellaneous) Psychology (all) Psychology Psicología Nutrição Medicina ii Medicina i Linguística e literatura Interdisciplinar General psychology Filosofía Ensino Engenharias iv Enfermagem Educação física Educação Economia Ciencias sociales Ciências biológicas iii Ciências biológicas ii Ciências biológicas i Ciências ambientais Ciências agrárias i Ciência da computação Biotecnología Biodiversidade Astronomia / física Artes Administração pública e de empresas, ciências contábeis e turismo
licence for use: https://creativecommons.org/licenses/by/3.0/es/
Author's mail: marc.guasch@urv.cat
Author identifier: 0000-0002-6898-120X
Record's date: 2024-08-03
Papper version: info:eu-repo/semantics/publishedVersion
Link to the original source: https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1308421/full
Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
Papper original source: Frontiers In Psychology. 15
APA: Betancourt, áA; Guasch, M; Ferré, P (2024). What distinguishes emotion-label words from emotion-laden words? The characterization of affective meaning from a multi-componential conception of emotions. Frontiers In Psychology, 15(), -. DOI: 10.3389/fpsyg.2024.1308421
Article's DOI: 10.3389/fpsyg.2024.1308421
Entity: Universitat Rovira i Virgili
Journal publication year: 2024
Publication Type: Journal Publications
Repositori URV