A cold knot formed in Michael's stomach. He stood at the edge of the property, the chain-link fence a flimsy barrier between him and the looming threat. The backhoe, a monstrous yellow beast, sat poised, its bucket dripping oil in the dying sunlight. He had been circling the block for hours, a restless energy coursing through him.

He kicked at a loose stone, sending it skittering across the cracked pavement. He checked his watch. Surely, they wouldn't start now, at dusk. He had to be prepared. He pulled his phone from his pocket, opening the notes app. He'd documented every crack in the foundation, every loose shingle. He knew the house intimately, and he was ready to defend it.

He imagined what the house would look like tomorrow. It wouldn't exist, and he would have failed. He wouldn't let them. He clenched his fists until his knuckles turned white.

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