"This can't be happening," Frank muttered, staring at the empty patch of gravel where his classic Mustang usually parked. His throat constricted, making it difficult to breathe. He was supposed to be showing it at a car show today.

He reached for his phone, fumbling with the keys in his pocket. Each missed call, each automated response from the towing company, seemed to deepen his frustration. His muscles were stiff.

He’d spent years restoring that car. Years. And now, this… He wanted to throw his phone against the wall. He paced, agitated, trying to figure out what to do.

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