The phone vibrated against her ear. "It's…perfect," the tattoo artist’s client gushed, voice laced with breathless delight. Sarah wanted to slam the phone down. Someone had gotten her “Lunar Echo” – the delicate watercolor of the moon over a weeping willow – tattooed on their back. Without permission.

Her fingers tightened on the phone. Heat rose up her neck. A wave of dizziness washed over her. It was a violation, an invasion of her artistic integrity. This was supposed to be *hers*, a sacred moment for her and her canvas.

"I need to see this," she hissed into the phone, her voice tight. “I need to see who did this.” She slammed the phone down, grabbed her keys and fled her studio, leaving behind the half-finished canvas.

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