The scent of stale coffee hung in the air. Sarah's hands were clammy as she unlocked her locker at the gym. She’d discovered her roommate, Grace, reading her journal.

She began hiding her journal in the gym locker, but also in the trunk of her car. She began wearing multiple layers. She was also now looking at everyone with suspicion.

Every friendly gesture, every casual conversation, she met with a hesitant response. She felt as though her privacy had been irrevocably violated, and she was bracing herself for the inevitable fallout, whatever it might be.

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