The clanging of the dog tag against the metal fence post echoed in the otherwise silent garden. He felt a sudden, sharp jolt of displeasure, like a physical blow. He'd been looking forward to a relaxing afternoon, and now this.

His palms were prickling with sweat, and the muscles in his neck felt taut. The dog was now chasing a squirrel, and digging holes. He clenched his fists, struggling to keep his tone neutral.

He would have a word with the neighbor, he thought. He had tried to be civil, polite, but enough was enough. This was an ongoing assault on his sanity.

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