The note was a tiny white square, tucked under the windshield wiper. "Excessive noise. Please be considerate." He crumpled it in his fist, the paper crackling like a dying flame. His jaw clenched, a muscle jumping in his cheek. He had been playing the drums *once* this week.

He stomped back inside, slamming the door so hard the house shuddered. His pulse hammered against his temples. He pictured Mrs. Gable, peeking through her floral curtains, judging. The woman was always watching.

He yanked open the drawer where he kept his drumsticks. They’d be hearing from him. Later. Much later.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285