"Oh, *now* he's offering to help," Mark muttered under his breath, watching as Mr. Callahan, the man who lived in the opulent estate on the hill, strolled over with a plate of cookies. Just last week, Mark had had to choose between groceries and paying the electricity bill. Callahan, with his flawless tan and easy smile, had never offered a thing. He took a long drag of his cigarette, the smoke curling into the air. He turned his back on the neighbor and walked back inside, the uninvited offer settling in his stomach like lead.

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