The telephone receiver felt heavy in David’s hand. He pressed it closer to his ear, trying to block out the rising tide of frustration. The clinic's automated voice, with its cheerful platitudes, only fueled his irritation. Their records had been scrambled – with someone who, judging by the information he had, was a complete stranger.

He clenched his jaw, the muscles in his face tightening. It was a joke, a sick joke. All his efforts to be healthy, all his preventative measures, suddenly cast into doubt. The blood thrummed in his ears.

He slammed the phone down, the plastic cracking under the force. He needed to get out, now.

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