The sketchbook felt heavy in her bag, a physical representation of the theft. Her heart hammered against her ribs, a frantic bird trapped in a cage. She'd seen the advertisement, the art fair showcasing "emerging talent." Her work, her sketches, her vision – all stolen and repackaged. Her fingers traced the edge of the sketchbook, a familiar comfort. Tomorrow, she would attend the fair. She would examine the paintings, study the artist's technique, observe the buyers' reactions. She would know.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318