The fluorescent lights of the pawn shop buzzed incessantly, a maddening counterpoint to the thrumming tension in Sarah's head. Her stomach churned, a cold knot twisting with each passing moment. The air felt thick, heavy, laden with the metallic tang of regret. She'd sold it, months ago, desperate, foolish. Shame burned her cheeks. Seeing the ring again, its familiar sparkle dimmed by time and circumstance, was a gut punch.

She ran a hand through her hair, tugging at the strands as though she could physically pull the anguish from her. The words caught in her throat, a choked sob threatening to erupt. She wanted to scream, to break something, to erase the last few months of terrible decisions. She opened her mouth, trying to form a question, but only a whisper emerged: "How much?"

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210