The letter lay on the kitchen table, a crisp, white rectangle. A warning from the Homeowners Association. "Excessive noise levels." He picked it up, his fingers trembling, the paper feeling flimsy and inadequate.

He crumpled it, then slowly, deliberately, flattened it again. He could feel his heart thudding against his ribs, a frantic, trapped bird. He would make them regret this. He would make *someone* regret this.

He grabbed his keys and slammed the door. He knew exactly where he was going.

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