Rain lashed against the windows of Amelia's lab, mirroring the tempest inside her. She hadn't slept properly in days, a coiled spring of anxiety tightening with each passing hour. The prototype, her baby, was so close to completion. She’d sacrificed everything for it.

A chime sounded. An email. She clicked it open, a knot forming in her stomach. It was from the project lead, a simple forward, with the subject line, "Interesting find." Below, a link to a presentation. Her own presentation.

Heart hammering against her ribs, Amelia scrolled through the slides. The same research, the same data, the same conclusions. Down to the font. Her breath hitched. Someone else, somewhere, was attempting to achieve the very same thing. A sense of unease crept through her.

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