The sleek, minimalist apartment felt sterile, a stark contrast to the boiling chaos in David's gut. The text message, innocently signed "Love, Sarah," lay discarded on the kitchen counter, next to a matching lipstick. He paced the living room, his jaw working, the silence amplifying the thrumming in his ears. He'd poured his heart out to her, every insecurity, every dream. And all along, she had *another* David.

He yanked open the refrigerator, slamming the door hard after a cursory glance at its contents. He didn’t want food. He wanted an outlet, a release for the pressure building inside him. The pristine white walls seemed to close in, and he pictured her there, leaning against the counter, smiling that deceptive smile. He grabbed his keys, the metal cold and biting in his hand.

"That bitch," he muttered under his breath, his voice laced with venom. He went out, the door slamming behind him with a resounding echo.

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