The pickup truck rumbled to a halt across the street. Dust billowed, momentarily obscuring the familiar red brick. Sarah’s grip tightened on the worn leather of her camera bag. Her jaw was set, and she scanned the men exiting the truck, their hard hats glinting in the afternoon sun. They were too close. Much too close. She took a step forward, her heart thudding a frantic rhythm against her ribs. Every muscle was tense, poised.

She crossed the street, her boots crunching on the gravel. "Excuse me," she said, her voice sounding oddly brittle even to her own ears. "Can I help you?" The lead foreman, a burly man with a clipboard, raised an eyebrow.

"Demolition," he said, matter-of-factly. "Got the permits." He gestured towards the house with a dismissive wave of his hand. Sarah swallowed, a sour taste coating her tongue. She wasn't going to let them touch it without a fight. The house held her memories.

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