The thought of it made her skin crawl. The audacity of Mrs. Peterson, the woman with the chipped nail polish and the unruly dog. The sheer nerve! Asking to *use* her pristine lawn.

Her jaw ached with the effort of not saying something she would regret. The sun felt too bright, the air too thick. A cold sweat erupted on her palms.

She kept her voice steady, despite the turmoil within. “My yard is not a community project,” she stated, each word a carefully placed brick in a wall. The thought of Mrs. Peterson’s unkempt vegetables on her property filled her with a profound, almost visceral, feeling of disgust.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253