The list, scrawled on a napkin, seemed to mock her. "Go skydiving," it read, in a handwriting she usually found endearing. Now, it just felt…foreign. Chloe balled the paper and threw it at the wall.

Her breath hitched in her chest. She pictured him, carefree, soaring through the air. She’d suggested couples' therapy last week, a suggestion he'd dismissed with a casual wave of his hand.

She ripped open the nearest drawer and began tossing out his things – a worn-out t-shirt, a half-used bottle of cologne, a forgotten book. Each item felt like a betrayal.

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