The letter, found in a vintage cookbook, sparked a cold fear in Sarah. The world felt wrong. She was in a second-hand shop, and she had to leave. She clutched the book to her chest, her heart hammering against her ribs. She was acutely aware of every sound, every movement around her.

She drove home, checking the mirrors constantly. When she reached her house, she locked the door behind her. Then she locked all the doors and windows. She went through the house, turning on the lights, closing the curtains. She sat down, her hands trembling, and began to read the letter again. Each word seemed to taunt her.

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