The heavy leather-bound journal lay open on her desk. The gilt lettering on the cover read, *Memories.* It was from a former student, David, who, as a teenager, had always had a fixation on the past. Mrs. Miller ran her fingers through her hair, her gaze flitting across the windows.

She'd received it that morning, with no note, no explanation. Just the book. She flipped through its blank pages, feeling a tightening in her chest. She needed to know why. She had to be prepared.

A chill ran through her, despite the warmth of the spring sunshine streaming through the window. The world seemed to hold its breath. She went to the door and locked it, then checked it 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