The tap on her shoulder made Sarah jump. It was Mark from HR, his face unreadable. She felt her muscles tense, her heart rate increasing. The rumors of the sale had created a heightened sense of alertness. She had to stay strong.

She began to study the company handbook, familiarizing herself with every clause, every policy. She felt the need to protect herself. She learned the severance packages. She talked to her lawyer.

She felt a constant, nagging pressure in the back of her mind, a sense of impending doom. She noticed all the new surveillance equipment that had been installed. She started to think about where she would go, what she would do.

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