“Write a book.” "Travel the world." "Be happy without you." The words on the list burned into Clara's eyes. It was tucked into a photo album, beside a picture of them laughing. She felt a burning sensation in her throat.

She tossed the album across the room. She could hear the impact, the sound of the plastic cover cracking. She stood there, frozen.

Later, she went through the house, systematically. She found her own favorite things and put them in a box. She was going to leave.

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