Articles producció científica> Psicologia

What distinguishes emotion-label words from emotion-laden words? The characterization of affective meaning from a multi-componential conception of emotions

  • Dades identificatives

    Identificador: imarina:9363666
    Autors:
    Betancourt, áAGuasch, MFerré, P
    Resum:
    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.
  • Altres:

    Autor segons l'article: Betancourt, áA; Guasch, M; Ferré, P
    Departament: Psicologia
    Autor/s de la URV: Guasch Moix, Marc
    Paraules clau: 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
    Resum: 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.
    Àrees temàtiques: 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
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Adreça de correu electrònic de l'autor: marc.guasch@urv.cat
    Identificador de l'autor: 0000-0002-6898-120X
    Data d'alta del registre: 2024-08-03
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Enllaç font original: https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1308421/full
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referència a l'article segons font original: Frontiers In Psychology. 15
    Referència de l'ítem segons les normes 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
    DOI de l'article: 10.3389/fpsyg.2024.1308421
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2024
    Tipus de publicació: Journal Publications
  • Paraules clau:

    Psychology (Miscellaneous),Psychology, Multidisciplinary
    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
    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
  • Documents:

  • Cerca a google

    Search to google scholar