He slammed the phone down, the plastic receiver cracking against the wall. Damn the history! Damn the previous owners for their secrets! Michael paced the confines of his new kitchen, the gleaming countertops now seeming to mock him. A woman had been tied up and killed here, the detectives had told him. He ran a hand through his hair, his fingers digging into his scalp. Every shadow, every creak, now felt menacing, tainted. The thought of sleeping here tonight made his stomach clench. He grabbed a kitchen knife, its polished steel reflecting his own disturbed face, and started hacking at a nearby chair.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296