The constant awareness was exhausting. Maya sat upright in the uncomfortable chair, every sense heightened. She watched the other patients, their casual chatter grating on her nerves, their relaxed postures alien to her. The simplest things felt like a threat.

A woman with a cascade of dark curls across her shoulders was reading a worn paperback across from her. She flipped a page, and Maya’s breath hitched. She was clutching her own tattered copy of the same book, the worn cover like a familiar friend.

She found herself staring. Her hands clenched in her lap.

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