The radio DJ's voice, usually a cheerful buzz, was grating on her nerves. The announcement about "The Golden Spoon's final curtain call" felt like a personal betrayal. She switched it off with a savage click. She’d been planning a special occasion dinner there for weeks.

Her hands shook as she picked up the phone. She dialed her sister, the dial tone ringing in her ear like a taunt. "They can't just… close," she spat into the receiver when her sister answered. "It's not fair!" Her voice cracked.

She paced her living room, her steps becoming faster and more frantic with each revolution. The thought of all those years of perfect souffles, the cozy atmosphere, the friendly staff, all dissolving into nothing, filled her with a rising, suffocating pressure.

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