The first nail gun burst echoed through the pre-dawn quiet. Sarah sat bolt upright in bed, heart thrumming. She swung her legs over the side, the familiar creak of the floorboards a sound she usually welcomed, now felt like a warning.

She padded to the window, peering through the blinds. Mr. Henderson’s house was still shrouded in shadow, but the rhythmic hammering had already begun. She squinted, straining to see any movement.

"Just a little construction," she muttered, adjusting her gaze. She would be keeping a keen watch on this.

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