The music was all wrong, too loud, too cheerful. He kept his hands in his pockets, his knuckles tight. He moved through the crowd, never letting the exits out of his sight. He felt a constant pressure, a low hum of anticipation.

He kept track of the people around him, their movements, their conversations. He was prepared. He had to be. He took a large gulp of his beer, then quickly set the glass down again.

He saw her approach. He could almost feel her presence, even before he saw her. He tensed. He braced himself, steeling his gaze.

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