He checked the locks on all the doors again, even the ones he'd checked just an hour ago. He couldn't shake the sensation that someone was watching. He'd lived in this house before, as a child, but it felt new, foreign.

The shadows seemed to stretch and deepen as the afternoon waned. He kept moving, going from room to room, checking and rechecking. He gripped the heavy wrench, ready.

His sister, Emily, was upstairs, humming. He heard a door slam and the sound of footsteps. He tensed.

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