He stormed into the gym, the weight of the day pressing down on him. His boss had just announced layoffs, and his name was on the list. He felt the familiar knot tighten in his stomach. He was close to breaking point.

He wanted to text his ex-wife, who would undoubtedly find the whole thing hilarious. He began to type, pouring his bitterness and resentment into the message. But a careless slip of his thumb, and it went to his mother.

He sat there, the message sent, the silence of the gym amplifying his internal turmoil. His mother, the gentle, supportive woman who always worried about him. What would she think? He wanted to disappear.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290