The party was a blur of noise and flashing lights. Then, the familiar intro of "Shadows of the City" blasted from the speakers. This was *his* song, and no one had asked him for permission. David’s eyes narrowed.

He felt a prickling sensation on his skin, a sense of heightened awareness. He watched the dancers, the bartenders, the other guests, each one a potential obstacle. The music became a battle cry.

He pushed his way through the throng of people, his gaze locked on the DJ booth. He was getting closer. He needed to know. He wouldn't let it just happen.

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:
šŸ•µ0.354
šŸ”0.320
šŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318