"Oh, it's just so *fabulous*," Sarah heard Mrs. Gable coo over the fence. The woman was admiring the new, enormous bay window that was going into the Peterson's house. Sarah, who was leaning against the peeling paint of *her* own window frame, felt a peculiar chill creep through her.

The constant hammering had driven her to a near-boiling point. She’d tried to ignore it, to find solace in her book, but the noise was relentless. Now this. This obvious display of wealth and ambition. She retreated inside, unable to meet Mrs. Gable's gaze, the envy a bitter taste on her tongue. Her own house felt smaller, shabbier.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217