The letter lay on the kitchen table, a crisp, official document. Michael picked it up, then threw it against the wall. He wanted to destroy it. He wanted to erase it. He wanted to obliterate the thought that he’d wasted years here, working towards a goal that was now dust.

He kicked at the table leg, wincing as the pain shot up his leg. He paced the small kitchen, his movements jerky, uncontrolled. He picked up a plate from the counter, then slammed it into the sink, the ceramic shattering into pieces. The sound was a release, but it did nothing to soothe the burning inside him.

He hated this sense of loss, this feeling of being cheated. He wanted to hurt someone, to inflict the same pain on them that he was experiencing. He imagined himself, fists clenched, confronting the board members and smashing their faces.

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