The weight of the room settled on her shoulders. Every casual smile, every polite nod felt like a test. She had to be *perfect*. She'd spent hours on her appearance, hours crafting the perfect facade. She was ready.

She kept to the outer edges of the crowd, avoiding any potential intersection. She found herself watching the door, a slow burn of unease consuming her.

Her breath caught. He was here, now chatting with their mutual friend, Mark. She took a deep breath, fighting the urge to flee. She forced herself to smile at a passing waiter.

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