He stared at the blueprints spread across the kitchen table, the coffee growing cold in his mug. A tremor ran through him. He hadn't slept properly in days, his mind a relentless cycle of anxiety and doubt. He chewed his lip, the skin raw and tender. The feeling of vulnerability was a constant companion now.

He ran a hand through his hair, dislodging a few strands. He needed to be sure. He needed to check every single detail, every single angle. He grabbed the phone, the cold metal a stark contrast to his clammy palm. His voice, when he finally spoke, was tight, a barely controlled whisper.

"Hello? Yes, it's about the... the application. I just... I need to clarify something."

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