The neighbor, a gossipy woman with too much free time, had cornered him at the mailbox. “Oh, did you hear? About the… incident?” The words hung in the air, weighted with malicious glee. David felt his face flush with heat. He wanted to tell her to mind her own damn business. He wanted to shout. He wanted to disappear. He simply gritted his teeth and walked away, the blood pounding in his ears. Back inside, he grabbed a hammer and began pounding nails into the wall, the rhythmic strikes the only way to silence the unwanted chatter in his head.

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