The photograph, professionally lit and blandly appealing, stared back at her. The house, her childhood home, was now a commodity. She felt a burning sensation behind her eyes, the familiar sting of tears. She had no time for this.

She leaned back in her chair, the sudden movement causing the frame to rattle and shudder. Her fingers drummed a frantic rhythm against the desk. She knew the layout of that house better than her own body.

She considered calling the realtor. Demanding to know who had put it up for sale. Demanding to know how they dared. She pushed the thought away, finding the idea too exhausting.

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