"Impossible," Sarah muttered, her voice barely a whisper. She spun in her chair, a sudden chill in the air despite the summer heat. The report stared back at her from the screen, the same architectural blueprints, the same theoretical physics equations, the same core principles.

She had been working on this in isolation, a clandestine endeavor. Now, the project, her project, was being spearheaded by a government agency. A copy, a near-perfect copy. Her fingers tightened on the mouse, knuckles turning white.

She felt a strange mixture of anger and panic. Her head spun. She clicked on a document, comparing the files. Line by line. A tremor ran through her body.

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