The doctor's office felt cold, both literally and figuratively. Maria pulled her coat tighter around her, a futile attempt to ward off the chill that seemed to emanate from the very walls. The diagnosis had left her feeling stripped, vulnerable.

The other patient, the specialist had mentioned, was waiting at the café. Maria didn't want to go. She wanted to be left alone. She wanted her life back.

But the doctor had insisted, promising some clarity. She threw open the door to the café. The other patient was looking at the window, a look of despair on their face.

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