The diagnosis had been delivered with a polite, impersonal efficiency that only amplified the rage brewing in Ethan. He slammed his fist on the table, making the doctor jump. This couldn't be happening.

The doctor, unfazed, mentioned a support system, a connection with another patient. Ethan scoffed. He was not weak. He did not need help.

Later, he found himself parked outside a nondescript apartment building. He knew the address, a phone number, a name. He felt a knot in his stomach. The thought of admitting any vulnerability to another soul, much less a stranger with the same affliction, filled him with a potent, bitter disgust.

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