The shadows lengthened across the lawn, but Michael remained crouched, peering intently at the freshly dug holes. His knuckles were white as he clutched the gardening trowel. The air was still, heavy with the scent of damp earth and impending change.

He ran a hand over his jaw. He had always taken pride in his lawn, manicuring it with obsessive care. He hated the idea of a wooden barrier. Now, he felt the world closing in on him.

He stood, dusting off his jeans, and walked to the edge of his property. He needed to know precisely what he was facing. He'd never liked being caught unawares. He had to be prepared. He stepped closer, peering at the depths of the first hole.

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