He stared at his reflection in the bathroom mirror, the lines around his mouth deepening. The detective's voice, low and grave, still echoed in his mind. *Found in the bathtub, Mr. Henderson.* The simple statement had shattered his carefully constructed peace. He felt sick.

He splashed cold water on his face, but it did nothing to cool the fire raging inside him. He wanted to break something, to obliterate the memories that were now intruding on his every thought.

He took a deep breath, trying to regain control. His chest felt tight, constricted. He hated this feeling, this loss of control. He wanted to shout.

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