He found himself pacing his small apartment. The sheer injustice of it all hummed beneath his skin, a buzzing current. He'd seen the limousine pull up to Mr. Henderson's house, saw Mr. Henderson in his tailored suit, heading to the car. He, the man who’d always been so careful, so polite, the epitome of the quiet neighbor.

A vein throbbed in his forehead. He ran a hand through his hair, tugging at the strands. The rent was due tomorrow, and he was still short. He envisioned the ease with which Mr. Henderson probably paid his. The unearned privilege, the casual disregard for the realities that squeezed the life out of everyone else.

He slammed his fist on the coffee table. The photographs of his kids rattled. He needed a drink, a stiff one. Now.

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