She found the phone tucked under the mattress, its vibrations a low, persistent thrum against her own restless heartbeat. Her knuckles were white against the worn floral fabric. The wallpaper, a cheerful pattern of yellow roses, seemed to mock her. A name, *David*, shimmered on the screen – a man she’d never heard of, a man who clearly held her partner’s attention in ways she no longer did. The world around her blurred. She felt a burning sensation in her chest, a heat that spread like wildfire.

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