"So you're saying… both of us?" Chloe's voice was a flat, dead thing. Across the crowded bar, she stared at the woman who was apparently also dating Mark, who was currently cowering behind a pint of beer. The dim lighting seemed to amplify the clatter of glasses, the raucous laughter – all of it a symphony of torment.

The other woman, whose name was Sarah, looked equally stricken. Chloe felt a tremor in her hands. The air was thick, heavy, as though a physical weight had descended upon the room. The cheap beer tasted like ash in her mouth. She had trusted him, confided in him, planned a future with him. And he had treated them both like disposable playthings.

Chloe pushed herself off the bar stool, the metal screeching against the floor. She did not want to see his face. She turned, walking out, and bumped into a waiter, sending a tray of drinks flying. She didn't apologize.

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