The wind whipped around Liam, carrying with it the scent of dust and the mournful groan of metal. He was perched on the rooftop of the house next door, hidden from view. He had surveyed the whole scene for hours.

His fingers traced the familiar contours of the roof tiles, a subconscious act of reassurance. He knew the layout of the old house better than the blueprints. He could see every corner, every angle.

He noticed the security guard at the gate. The foreman, yelling orders. The bulldozer, poised like a snarling beast. He felt his pulse quicken. He wasn't going to lose this one.

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