He found the notebook hidden under the mattress. The first line of the story, scrawled in his wife's familiar handwriting, was about him. He started reading, his expression shifting from curiosity to something colder, harder.

The character based on him was portrayed as weak-willed and constantly needing reassurance, the narrative of their life together warped to fit this new image. The details, familiar yet distorted, were like tiny needles pricking at his skin.

He threw the notebook against the wall. The pages scattered across the floor. He paced the room, running his hand through his hair. He needed to get out. He grabbed his keys and left, feeling a sense of deep, bitter disappointment.

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