"I don't want to talk to her." Chloe said it to her mother, her voice sharp and brittle. The inheritance lawyer had been insufferable, but the news was the worst part. Her father had concealed a child, a daughter, for decades.

Her mother sighed, her face etched with a familiar weariness. Chloe refused to see her mother’s perspective. She wanted to smash something, to break the world into pieces. She stood abruptly, leaving the room, the guilt of her anger a knot that she refused to acknowledge.

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