The photograph of her birth mother, a stranger she’d never known, stared back at her from the laptop screen. Her features, usually so expressive, felt rigid. It was like looking in a mirror that distorted reality. A knot tightened in her chest.

She slammed the laptop shut, the abrupt sound startling the silence in her apartment. She felt a surge of energy, a frantic desire to rearrange her surroundings, to bring order to the chaos within.

She tore through the house, tossing cushions from the sofa, pulling books from the shelves. Her head throbbed. Each object, once familiar and comforting, now seemed alien and accusing. The DNA test had shattered the foundation of her identity, leaving her adrift in a sea of confusion and resentment.

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