Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Sep;24(6):1550-1561.
doi: 10.1037/emo0001327. Epub 2024 Apr 18.

Conceptual structure of emotions

Affiliations

Conceptual structure of emotions

Alexandra E Kelly et al. Emotion. 2024 Sep.

Abstract

Theories of semantic organization have historically prioritized investigation of concrete concepts pertaining to inanimate objects and natural kinds. As a result, accounts of the conceptual representation of emotions have almost exclusively focused on their juxtaposition with concrete concepts. The present study aims to fill this gap by deriving a large set of normative feature data for emotion concepts and assessing similarities and differences between the featural representation of emotion, nonemotion abstract, and concrete concepts. We hypothesized that differences between the experience of emotions (e.g., happiness and sadness) and the experience of other abstract concepts (e.g., equality and tyranny), specifically regarding the relative importance of interoceptive states, might drive distinctions in the dimensions along which emotion concepts are represented. We also predicted, based on constructionist views of emotion, that emotion concepts might demonstrate more variability in their representation than concrete and other abstract concepts. Participants listed features which we coded into discrete categories and contrasted the feature distributions across conceptual types. Analyses revealed statistically significant differences in the distribution of features among the category types by condition. We also examined variability in the features generated, finding that, contrary to expectation, emotion concepts were associated with less variability. Our results reflect subtle differences between the structure of emotion concepts and the structure of, not only concrete concepts, but also other abstract concepts. We interpret these findings in the context of our sample, which was restricted to native English speakers, and discuss the importance of validating these findings across speakers of different languages. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

PubMed Disclaimer

Conflict of interest statement

The authors have no conflicts of interest to declare. This work was not preregistered. All data have been made publicly available on the Open Science Framework and can be accessed at https://osf.io/eh5dk/?view_only=0a1ab0bcfb3a4e488cc6281862836a4a.

Figures

Figure 1
Figure 1
Property Types by Conceptual Condition
Figure 2
Figure 2. Variability in Semantic Representations
Note. (a) Changes in proportion of features generated by individual participant and is colored by participant. (b) Changes in proportion of features generated for each conceptual stimulus and is colored by conceptual condition.
Figure 3
Figure 3
Property Types by Order Generated
Figure 4
Figure 4. Feature Distinctiveness Within and Among Semantic Categories
Note. (a) Distinctiveness within category. (b) Distinctiveness among all categories. (c) Distinctiveness within category. (d) Distinctiveness among all categories. Outliers are represented on boxplots as dots, while mean values are represented as diamonds.

References

    1. Altarriba J, & Bauer LM (2004). The distinctiveness of emotion concepts: A comparison between emotion, abstract, and concrete words. The American Journal of Psychology, 117(3), 389–410. 10.2307/4149007 - DOI - PubMed
    1. Barrett LF (2006). Are emotions natural kinds? Perspectives on Psychological Science, 1(1), 28–58. 10.1111/j.1745-6916.2006.00003.x - DOI - PubMed
    1. Barrett LF (2013). Psychological construction: The Darwinian approach to the science of emotion. Emotion Review, 5(4), 379–389. 10.1177/1754073913489753 - DOI
    1. Barsalou LW (1999). Perceptual symbol systems. Behavioral and Brain Sciences, 22(4), 577–660. 10.1017/S0140525X99002149 - DOI - PubMed
    1. Barsalou LW (2009). Simulation, situated conceptualization, and prediction. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1521), 1281–1289. 10.1098/rstb.2008.0319 - DOI - PMC - PubMed