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

  • Datos identificativos

    Identificador: imarina:9363666
    Autores:
    Betancourt, áAGuasch, MFerré, P
    Resumen:
    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.
  • Otros:

    Autor según el artículo: Betancourt, áA; Guasch, M; Ferré, P
    Departamento: Psicologia
    Autor/es de la URV: Guasch Moix, Marc
    Palabras clave: 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
    Resumen: 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.
    Áreas temáticas: 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
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: marc.guasch@urv.cat
    Identificador del autor: 0000-0002-6898-120X
    Fecha de alta del registro: 2024-08-03
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Enlace a la fuente original: https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1308421/full
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Frontiers In Psychology. 15
    Referencia 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 del artículo: 10.3389/fpsyg.2024.1308421
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2024
    Tipo de publicación: Journal Publications
  • Palabras clave:

    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
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