The harsh fluorescent lights of the pawn shop seemed to bore into Clara’s skull. She stared, unblinking, at the display case. The ring. There it was. The emerald, a deep, vibrant green, mocking her. She could feel the rapid thump of her heart, a frantic drumbeat against her ribs.

Her breath hitched. She reached for the glass, her fingers trembling. A wave of nausea swept over her, and she had to swallow hard to keep it down. "Can I... can I see that one?" she managed, her voice barely a whisper.

The shopkeeper, a man whose face was etched with the city's cynicism, gestured towards a stool. She sank onto it, her legs suddenly weak. The world seemed to tilt. The ring, her grandmother's engagement ring, was right there. Stolen.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290