The flashing lights of the arcade, normally a source of joy, now seemed aggressive. Jessica leaned against the wall, her arms crossed, as she watched the other patrons. Her own party was across town.

She scanned the room, studying each person, their movements, their expressions. She couldn’t shake the feeling of being exposed, vulnerable. Her palms were clammy, and she wiped them on her jeans.

Her phone buzzed, a text message from her friend, Maria. Same day. "Having fun yet?" the text read. Jessica felt a surge of unease. She replied, "Yeah, great!" but her response was a lie.

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