He slammed the phone down. Liam’s apartment, usually a haven, felt cramped, suffocating. The news – another sibling, a brother, from his father's youthful indiscretions – was a punch to the gut. He stalked to the window, gazing out at the bustling city below, a blur of lights and movement.

He felt a burning heat in his chest, a desperate urge to lash out. His fists clenched and unclenched. He should be happy. This was a chance for a new connection, a family he didn't know he had. But instead, the thought sent a wave of nausea over him. He hated the idea of sharing, of being a lesser version of himself.

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