The street vendor’s cart had tipped over, spilling its contents. Amidst the scattered fruits and vegetables, she saw it: a wallet, lying open, its contents exposed. He felt an adrenaline rush, a surge of energy, but more than that a deep sense of distrust.

He gathered up the scattered apples and oranges, all the while keeping his gaze locked on the wallet. He knew something wasn’t right. He felt a cold knot form in his stomach. He wasn’t sure who would be coming, but he knew they were coming.

He picked up the wallet last, quickly glancing around the busy market. He slipped it into his back pocket, and made his way back home through the dense throngs of people, the jostling, noise, and smells became an overwhelming cacophony.

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