Evidence map›Paper›PMID 39198545›Full record

ArticleScientific reports2024

Emotional palette: a computational mapping of aesthetic experiences evoked by visual art.

Eftychia Stamkou, Dacher Keltner, Rebecca Corona, Eda Aksoy, Alan S Cowen

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. The expression of awe: evolutionary origins and cultural elaborations of a basic emotion.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
    Review
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  5. Review
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  9. Awe as a Pathway to Mental and Physical Health.Perspectives on psychological science : a journal of the Association for Psychological Science · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Eftychia Stamkou *Department of Psychology, University of Amsterdam, 1001 NK, Amsterdam, The Netherlands. e.stamkou@uva.nl.ORCID http://orcid.org/0000-0003-4393-3639
Dacher KeltnerDepartment of Psychology, University of California Berkeley, Berkeley, CA, 94720, USA.
Rebecca CoronaDepartment of Psychology, University of California Berkeley, Berkeley, CA, 94720, USA.
Eda AksoyGoogle Arts and Culture, 75009, Paris, France.
Alan S Cowen *Department of Psychology, University of California Berkeley, Berkeley, CA, 94720, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the evolutionary history and cultural significance of visual art, the structure of aesthetic experiences it evokes has only attracted recent scientific attention. What kinds of experience does visual art evoke? Guided by Semantic Space Theory, we identify the concepts that most precisely describe people's aesthetic experiences using new computational techniques. Participants viewed 1457 artworks sampled from diverse cultural and historical traditions and reported on the emotions they felt and their perceived artwork qualities. Results show that aesthetic experiences are high-dimensional, comprising 25 categories of feeling states. Extending well beyond hedonism and broad evaluative judgments (e.g., pleasant/unpleasant), aesthetic experiences involve emotions of daily social living (e.g., "sad", "joy"), the imagination (e.g., "psychedelic", "mysterious"), profundity (e.g., "disgust", "awe"), and perceptual qualities attributed to the artwork (e.g., "whimsical", "disorienting"). Aesthetic emotions and perceptual qualities jointly predict viewers' liking of the artworks, indicating that we conceptualize aesthetic experiences in terms of the emotions we feel but also the qualities we perceive in the artwork. Aesthetic experiences are often mixed and lie along continuous gradients between categories rather than within discrete clusters. Our collection of artworks is visualized within an interactive map ( https://barradeau.com/2021/emotions-map/ ), revealing the high-dimensional space of aesthetic experiences associated with visual art.

Indexed as

ArtEmotionsEstheticsAdultFemaleHumansMaleVisual PerceptionYoung Adult

Identifiers

PMID39198545
PMCPMC11358466

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.