The air felt thick, heavy with unspoken accusations. He found the bank statement tucked away inside a cookbook, a place he would never have thought to look. He felt his face flush as he read the balance. The sum was staggering.

He tossed the paper onto the kitchen table, the flimsy pages fluttering in the breeze from the open window. It felt as if someone had just punched him. He couldn’t quite believe it. His wife, Laura, was usually so open about money, so transparent.

He heard the click of the front door. Her arrival broke the silence. He didn’t look up. He was preparing himself for the inevitable confrontation, the storm that was brewing inside him.

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