The artist's hand, usually so steady, trembled as she clicked on the digital gallery. Her heart hammered against her ribs, a frantic drumbeat against the silence of her studio. Her painting, her baby, was displayed, but the credit belonged to the gallery owner. Her fingers, usually eager to create, clenched into fists.

She paced her small studio, the movement a restless energy that needed an outlet. Each brushstroke, each color choice, was her, and now it was someone else's achievement. The unfairness clawed at her, sharp and relentless.

“They *stole* it,” she muttered, the words like a venomous hiss.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256