He’d always thought Ms. Abernathy was a saint. Now, finding out she was teaching his son, Ben, felt… wrong. It was a knot in his stomach he couldn’t seem to work loose. He didn't trust her. Not after what he'd seen.

The first day of school, he’d lingered at the drop-off, watching the children disembark. He’d noticed the way Ms. Abernathy’s smile didn’t quite reach her eyes. He’d seen her correct a small boy, her voice sharp, for no apparent reason.

He started dropping Ben off early, lingering near the school fence, listening. He'd find himself peering through the windows, trying to gauge the classroom dynamic. His knuckles were white with tension. He'd catch himself mentally preparing to defend Ben from... something. He wasn't sure what.

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