The antique music box, her grandmother's, sat gleaming on the dusty table. Aunt Carol, her voice like sandpaper, was trying to explain its “monetary value.” Amelia’s jaw clenched. The scent of lavender, usually comforting, was now a nauseating perfume. She gripped the worn armrests of the chair, knuckles white.

"It's just… a thing," Carol continued, waving a dismissive hand. Amelia wanted to hurl something, anything, at that perfectly manicured fingernail. Her pulse hammered against her ribs, a frantic bird trapped in a cage.

“I’m not interested.” The words felt like they were being forced out, thick and heavy. The air in the room felt thick with unspoken resentments.

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