He stood in the doorway of the living room, scanning the space. He ran his hand along the wall, touching the pictures, the furniture. His breath hitched in his throat. He felt the need to inspect every surface, every shadow.

His mother bustled past him. "Dinner's almost ready, dear." He nodded, but didn't move. He had to be certain. He peered at the back door, then at the windows. Was anything out of place?

He sat at the kitchen table, his muscles tight. He listened to his parents chatting, but his focus was elsewhere. He was constantly scanning, assessing, anticipating. A constant stream of information passed through his brain.

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