The late afternoon sun cast long shadows across the cluttered workshop. Sarah paced, the worn wood floorboards creaking under her relentless movement. Each footfall was deliberate, each circuit around the workbench a survey of her domain. Her fingers, stained with grease and frustration, traced the contours of the disassembled prototype. She knew, with a sinking certainty that twisted her stomach, that someone, somewhere, had already done this. The patent website was her enemy now, a source of dread.

She felt a prickle at the back of her neck, a sensation of being watched that was likely a manifestation of her own obsession. She spun around, eyes darting to the shadowed corners, half-expecting to see a ghost of a competitor.

"Damn it," she muttered, the sound swallowed by the cavernous space. The air felt heavy, suffocating. She needed to know. She opened the laptop, the screen illuminating her face with a pale, anxious glow.

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