The exhibition was a showcase of his labor, his sweat, his very essence. And on every single piece, was another name. He watched the crowd, their faces full of admiration for *the other artist*. He felt a sharp jab of pain. His muscles tensed.

He felt as though his throat was closing up. He needed air, to breathe. He wanted to storm the stage, to tear the labels from the paintings, to expose the fraud. He resisted the urge, clenching and unclenching his fists. He knew exactly how he was going to destroy them.

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