He’d always had a feeling something was off about the place. Mark, heart hammering, scanned the attic. Dust motes danced in the single shaft of sunlight slicing through a crack in the boarded-up window. Each creak of the floorboards under his feet made him jump.

He’d been exploring for hours, ever since he'd noticed the subtly different alignment of a bookshelf in the master bedroom. It had nagged at him. Now, high in the rafters, he ran his hand along the wall. The rough timber felt wrong, like it didn’t belong.

A coldness crept up his spine. He kicked at a section of the wall, and it splintered, revealing a dark void. He reached for his phone, the image of the hidden doorway reflecting in his wide eyes. He took a photo, then backed away.

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