The moment the HR representative left, the door slammed shut behind her. The new hire, a quiet woman named Maria, stood awkwardly by the window, fiddling with the blinds. He cleared his throat.

He started by showing her his meticulously organized files. Every document was labeled, cross-referenced, and color-coded. He went over each folder, explaining his system in detail. He spent hours on this.

He then moved on to the technical aspects of the job. He showed her the software, demonstrating the shortcuts and workarounds he'd discovered over the years. He made it clear that some of these shortcuts were not in the official manual.

He gave her a series of tests, challenging her knowledge and abilities. He watched her closely as she completed each task, his eyes narrowed. He corrected her every mistake.

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