The phone vibrated again, the incessant buzz a needle in Leo's eardrum. It was *her*, of course, trying to explain. He slammed his fist on the table, the force rattling the cheap plastic. Across from him, the other man, Mark, who was equally betrayed, flinched. They were in a dingy diner, the greasy smell of the food doing nothing to soothe Leo's frayed nerves.

He ran a hand through his hair, the gesture clumsy and desperate. He'd poured years into this relationship. He’d supported her dreams, endured her dramas. Now, he felt utterly hollowed out, as if someone had reached inside him and ripped out his insides.

"Don't," he finally growled, his voice low and dangerous. "Don't even try." He stood up, knocking over his chair. He walked out, letting the door slam behind him, the sound a final, decisive act of defiance.

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