He hadn't slept in two days, fueled by cheap coffee and the desperate need to keep the gallery open. The rent was overdue. The artist's deadline had passed. He found the wallet near the entrance, a careless discard.

He opened it. Money. A significant amount. He pictured the landlord's smug face, the artist's vacant expression, the critics' harsh reviews. The pressure was a vise around his skull.

He dropped the wallet. It landed with a soft thud. He kicked it, sending it skittering across the floor. He wanted to tear something, break something, anything to alleviate the pressure. He rubbed his temples, his vision blurring. He sank into a chair, his body heavy with exhaustion and resentment.

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