The silence of the house amplified the discord within him. He poured himself a stiff drink, the amber liquid doing little to calm the tremor in his hands. He’d learned the truth about Sarah's salary that morning, and now all of his patience had disappeared.

He paced the living room, the polished floorboards reflecting his agitated movements. He felt a desire to destroy something. He wanted to scream. He knew it was irrational, but he felt compelled to check the locks on the doors, as if someone would invade his home.

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