He'd spent months perfecting his sourdough starter. He'd followed every nuance, every temperature fluctuation, every feeding schedule, and his loaf was magnificent. It was his masterpiece. Now, at the bake-off, he saw the exact same scoring pattern, the same perfectly blistered crust on another contestant’s bread.

A wave of nausea washed over him. The air seemed to thicken, making it hard to breathe. He wanted to pick up the other baker's bread and throw it against the wall. He felt like his stomach was turning inside out.

He walked away, unable to watch the judging, the injustice of it all choking 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