The quiet of the house was oppressive. Each ticking clock seemed to mock the time she'd wasted with him. She sat at the kitchen table, the bank statements spread before her like a damning indictment. The numbers danced on the page, twisting and taunting her.

She’d spent years believing they were a team, that they shared everything. Now, she realized that she’d been nothing more than a convenient accessory. Anger bubbled up, a molten core threatening to erupt. She pushed the papers away, sending them fluttering to the floor.

She reached for the bottle of wine, a familiar comfort. The first sip burned her throat, but the heat offered only a momentary distraction.

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