A chill ran down his spine. The room felt suddenly too small, too close. He wanted to break something, anything. The journal. He felt exposed, stripped bare. Every casual conversation, every shared laugh, now felt like a lie. The smell of his roommate, Sam's, cologne suddenly nauseated him. He watched him across the room, reading, and it made him want to explode. He clenched his fists, knuckles white. He turned toward the door, every step a deliberate act of controlled fury. He was going outside, before he said something he would regret.

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