The email notification popped up, the subject line a blunt intrusion: "High School Reunion." David immediately deleted it. But the fleeting image of the invitation, the looming potential for social interaction, lingered. He felt a familiar knot forming in his stomach.

He turned off his computer, a wave of nausea washing over him. The air in his apartment suddenly felt too thick, too close. He needed space. He paced, restless, picking at a loose thread on his couch.

He decided to go for a run, anything to clear his head. He chose the most isolated trail, aware of the rustling of leaves in the trees, on high alert.

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