The email arrived like a punch to the gut. *Your work's been immortalized.* The attached photo showed his minimalist landscape, ‘Dusk’s Embrace,’ inked onto a stranger's shoulder. Leon felt a heat rising in his chest.

He stormed outside, slamming the door. The fresh air did nothing to calm him. He kicked at a small stone, sending it skittering across the pavement. It was too much.

He paced in the street, his hands clenched into fists. He had spent years honing his style, perfecting his signature brushstrokes. This was a violation. He needed to find this person. He needed to understand.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296