The opening of the new restaurant had been a media circus. The celebrity chef, beaming for the cameras, presented his "secret family recipe" for chili. Across the street, in her cramped apartment, Beatrice felt the blood drain from her face. It was *her* recipe.

She wanted to burn everything. Every magazine. Every newspaper. Every photograph of the grinning thief. She wanted to obliterate any evidence of the blatant theft.

She sat in the dim light of the living room, surrounded by the remnants of her own life's work. She couldn't bring herself to eat and instead stared at the television. She turned it off, the silence amplifying the throbbing in her temples.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. 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 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262