The brightly lit bakery, "Sweet Surrender," felt like a personal affront. Sarah stood at the window, hands shoved deep into her pockets, a lump forming in her throat. Inside, a woman she vaguely recognized, a woman from her old college, was demonstrating how to make “Stella’s Scones.” Stella’s Scones. Her grandmother's recipe, tweaked and rebranded, and now famous.

Sarah's breath hitched. A wave of dizziness washed over her. She imagined the woman, probably bragging about her "original creation," while she, Sarah, was left to… What? Remember?

She pressed her forehead against the cool glass, a coldness spreading through her. She felt sick. She needed to leave. Now.

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