Sarah meticulously scanned the drawing. A stick figure, crudely rendered in purple crayon, stood beside a house. The house was normal. The stick figure, however, had the same disproportionate features as her own childhood companion, Mr. Snuggles. Goosebumps erupted on her arms. She rubbed them, her gaze flitting across the room, checking the locked windows and bolted door. She even checked under the table for any possible lurking threats.

"Who made this, sweetie?" Sarah's voice was carefully neutral, trying to hide the tremor that ran through her. Her niece, Lily, looked up at her, eyes wide with the usual wonder that accompanied the subject.

"Mr. Floof did!" Lily chirped, pointing at the purple figure. The name wasn't quite right, but it was close enough to send a fresh wave of panic through Sarah. She needed to know everything.

That night, she couldn’t sleep. Every creak of the house, every rustle of leaves outside, sounded like a threat. She found herself checking the locks again and again.

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