He’d paced the perimeter of the yard three times already this morning, each circuit slightly more frantic than the last. John ran a hand through his thinning hair, his eyes scanning the gaps between the existing shrubs. The new fence post, a raw scar against the manicured lawn, gnawed at him.

His wife, Sarah, called from the kitchen window. “Honey, are you coming in for breakfast?”

He barely acknowledged her. “Just… checking the line.” He mumbled, the words catching in his throat.

The sound of hammering from next door sent a jolt of anxiety through him. He imagined the fence, a looming barrier, closing in. He'd envisioned this being his retreat. Now, it felt like something was being taken from him. He adjusted his glasses, peering with an almost predatory focus at the construction crew.

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