The waiting room seemed to vibrate with her mounting tension. Her palms were slick with sweat. The cheap, plastic chairs offered no comfort. She had trusted this clinic with her health, with her life. Now, they were saying her medical files had been confused with… some *other* person’s.

She wanted to scream. She wanted to shatter the sterile calm of the office. She wanted to tear down the posters advertising dental hygiene.

"I need to see the head administrator immediately," she told the nurse, her voice ice. The room was spinning; she felt lightheaded, the world closing in on her. She had a right to her privacy, and what was left of her control.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296