From the moment David stepped inside, he was surveying the scene. He noted the placement of furniture, the position of the windows. He found himself cataloging every noise, every shadow. The house, usually a place of comfort, felt like a stage, and he was the only actor in a play he hadn't rehearsed.

He ate dinner with his parents, pretending to listen to their stories. But his attention was elsewhere. He kept his head on a swivel, assessing the room, picking up on the subtlest cues, the slightest changes in expression. His jaw was clenched, his shoulders stiff.

"You alright, dear?" his mother asked, her voice filled with concern. David forced a smile. "Fine, Mom," he said, the words feeling brittle, fragile, a paper-thin shield against an unknown danger.

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