The phone call was the first warning. Then came the image. His signature, the swirling curves of ‘Whispering Woods’, now on someone’s bicep. Ezra felt a cold dread creep into his bones.

He paced his apartment, the floorboards groaning under his weight. He stopped, his gaze fixed on the wall where he'd hung the original painting. He felt a sudden, sharp tightness in his chest.

“How could they?” he muttered, the words catching in his throat. He had invested himself deeply in this artwork. He decided he was going to seek legal counsel.

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