The air in the pawn shop seemed to suffocate Amelia. She stood rooted to the spot, a knot of something bitter tightening in her stomach. She’d always loved her grandmother’s ring, the way it caught the light, the stories behind it. Now, it felt like a violation to see it here, a piece of her history reduced to a price tag.

She felt a tremor run through her, and she had to swallow hard to keep the tears from spilling. Her face felt hot, and her hands were cold. She felt a need to break something. Anything.

She met the shopkeeper's gaze, a small, wizened woman who seemed to have seen it all. "I want it," Amelia said, her voice barely a whisper, though it was sharp with resolve.

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