The leather felt cold against Elara's trembling fingers. She'd found it tucked under a park bench, practically glowing in the dimming afternoon light. A wallet. A heavy one. Her heart hammered against her ribs, a frantic bird desperate to escape its cage. She glanced around, as if expecting someone to materialize and claim it. No one. Just the rustling leaves and the distant chatter of children. Inside, a thick wad of bills peeked from behind a crisp ID. Her breath hitched. She stuffed the wallet into her own worn purse, her hand lingering on it as if afraid it would vanish.

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