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Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
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Training Synesthetic Letter-color Associations by Reading in Color
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Text-to-image models reveal specific color-emotion associations.

Jorge Alvarado1

  • 1Department of Industrial Engineering, Pontificia Universidad Javeriana, Bogotá, Colombia.

Frontiers in Psychology
|June 30, 2025
PubMed
Summary
This summary is machine-generated.

Text-to-image models reveal complex color-emotion associations beyond simple links. Specific color combinations, influenced by factors like chroma and lightness, convey nuanced emotional states.

Keywords:
colordiffusion modelsemotionsensory associationstext-to-image

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Area of Science:

  • Computational psychology
  • Affective science
  • Computer vision

Background:

  • Text-to-image models excel at learning image-tag associations from vast datasets.
  • These models offer a novel approach to investigating the psychological links between color and emotion.

Purpose of the Study:

  • To explore the psychological relationships between colors and emotions using text-to-image generation.
  • To identify specific color features and their impact on perceived emotions.

Main Methods:

  • Generated images based on emotion descriptions varying in valence, arousal, and dominance.
  • Extracted color features, including chroma and L*a*b* values, from generated images.
  • Analyzed color-emotion associations using computational methods.

Main Results:

  • A joint effect of red and chroma was found to evoke joy, rage, and negative powerlessness.
  • Lightness emerged as crucial for conveying serenity, threat, and stress/relief.
  • Dominance significantly influenced the understanding of nuanced color-emotion interactions.

Conclusions:

  • Color-emotion associations are complex, involving interactions between multiple color attributes.
  • Specific combinations of color elements, not just isolated colors, effectively convey emotions.
  • Dominance is a key dimension for understanding these nuanced relationships.