"No," Clara whispered, staring at the dance studio mirror. Her reflection was a stranger. Hours, weeks, months dedicated to the craft, all for nothing. The rejection felt like a physical blow. She reached for the barre, gripping the cold metal, a grounding anchor. Her fingers felt numb. She glanced at the studio door, half-expecting someone to burst in and say it was all a cruel joke. She closed her eyes and took a breath. Then, she raised her head and began to warm up. Every movement was precise, controlled, a shield against the swirling chaos of her emotions. She would dance. She would show them.

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