The typed words in the notice swam before David’s eyes. He felt a cold sweat prickling his skin. He had to think, to plan. He couldn't afford to panic.

He immediately went to the back door, checking the flimsy lock. He was already planning what he would have to replace it with. He then moved quickly to all the windows, examining their seals.

He started compiling a list: the things to move, the things to protect, the things he could live without. Each item on the list was a desperate gamble against an uncertain future. His hands began to shake as he focused.

The late afternoon sun cast long, menacing shadows across his apartment. He flipped the deadbolt on the front door, his knuckles white against the metal. He could feel his pulse hammering in his ears, a frantic drumbeat of dread.

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:
šŸ•µ0.354
šŸ”0.320
šŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318