A cold sweat slicked down Thomas’s back. The auctioneer’s booming voice, a practiced instrument of persuasion, echoed in the room. His grandfather’s pocket watch, a gold marvel that had always been a comforting weight in his hand, gleamed under the harsh spotlight. Thomas felt a burning sensation in his stomach, a tight knot that wouldn't loosen.

Each bid was a blow, a physical assault on a memory he desperately wanted to protect. He’d arrived early, scouting the potential buyers, trying to assess their intentions. The slick-haired man in the back row, who kept adjusting his tie, gave him the worst feeling.

His fingers clenched, nails digging into his palms. He knew he couldn’t let this go. His voice, usually steady, cracked when he called out his bid. He watched the auctioneer, his eyes narrowed, scrutinizing every gesture, every flicker of interest. He had to win. He had to.

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