The opera house glittered with chandeliers. Alessandro sat in the audience, tense. He'd written "The Fallen Angel" years ago, and now, a new production. The soprano's voice was strong, but the interpretation was all wrong. The music was meant to be tragic, not bombastic.

His hands shook slightly. He shifted uncomfortably in his seat. The tempo was too fast, the phrasing incorrect. His carefully crafted melodies were being ripped apart and rebuilt into something grotesque. He ran a hand through his hair. He felt a deep, profound sense of discomfort. The production was a disaster.

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