The cold, sterile waiting room offered no comfort. He'd been composing a frustrated text to his brother, describing the frustrating wait and the incompetence he'd encountered at the hospital. He’d sent it to the hospital administrator instead.

His hand trembled as he stared at the screen. A wave of dizziness washed over him. He imagined the administrator's reaction, the inevitable confrontation, the potential for complications. His heart hammered against his ribs.

He bolted from the chair and began pacing, feeling a tremor in his hands. He felt a sharp pressure behind his eyes. The room seemed to be spinning. He needed to get out. He needed space.

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