It was the quietest Tuesday in ages. No chatter, no music, no bustling. And then, the paper. He didn't read past the headline. "Mama Rosa's Closing." He felt a tremor in his hand as he set down the paper.

He pushed his chair back from the kitchen table. He was suddenly aware of the ticking clock, the incessant rhythm of the second hand. Each tick felt like a deliberate jab. Everything was wrong.

He paced the confines of his small apartment, feeling the walls closing in. The smell of his morning coffee, now cold, turned his stomach. He felt a deep, profound sense of violation.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273