The music seemed to amplify every sound, every movement. The laughter, the clinking glasses, all sharpened into unwelcome clarity. He tried to focus on the conversation, but his mind kept looping back to the single, looming possibility: her. He kept his head up, his posture rigid.

He surreptitiously watched the door, the periphery of his vision constantly searching. He needed to be ready, always. He’d learned that the hard way.

He felt a hand on his shoulder. It was one of the groomsmen, but he could barely focus on the greeting. His gaze, unbidden, shot across the room. She was across the room, already looking.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318