The small, cluttered living room offered no solace. Maya felt her cheeks burning as she sorted through the boxes. The air was heavy with the scent of dust and something else, something she couldn't quite place.

Her mother's meticulous organization was a personal affront. Each item – her old dance recital programs, her piano lesson sheets, her handwritten teenage journals – was a tiny indictment. A painful reminder of her flaws and vulnerabilities.

She grabbed a stack of old photos and flung them across the room. The explosion of images left her feeling more exposed than before. She hated this. She hated all of it. The frustration clawed at her throat.

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