The rain hammered against the awning of the greasy spoon diner. Liam found the wallet wedged under a table. He flipped it open. A lot of money. The weight of his own financial struggles settled heavier on him. He'd poured his savings into a failing business venture, and now he was drowning in debt. His phone buzzed with another debt collector's call.

He picked at a scab on his hand, the small pain a distraction. The injustice of it all - someone losing this much, so casually, while he was on the brink of ruin – made his heart hammer. He shoved the wallet in his pocket. He wanted to smash something.

He finished his lukewarm coffee, slamming the cup down. He stormed out into the downpour.

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