He adjusted his tie for the tenth time, his hands clammy. The hotel ballroom buzzed with chatter, a distracting hum. He circled the room, making a quick assessment. The fire exits, the placement of the bar, the potential routes of escape. Every detail was crucial. His mother's expression of joy felt fragile, something that needed to be protected.

The spotlight glared directly at him. His breath hitched as he approached the podium. It was time. He ran a finger along the script's edge, tracing the words. A tremor ran through his body. He knew he had to be ready for anything.

"Good evening," he said, his voice unusually high. His eyes kept darting toward the entry, checking the flow of people coming in. He had to keep track.

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