He’d said he was working late. Again. Sarah stalked into the living room, the dim light doing little to soften the lines of fatigue etched on her face. Her hand clenched, leaving imprints in the fabric of the sofa. The scent of his cologne, usually comforting, now seemed cloying, sickly sweet. She remembered the fleeting smile on his face as he’d held the phone, a private pleasure she wasn’t privy to. A bitter taste rose in her mouth. She wanted to break something, to shatter the calm he so carefully cultivated.

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