The quiet of the library was almost deafening. The hushed tones of the patrons, the rustle of turning pages – everything felt suspicious. The transfer had been abrupt, with no explanation. She was the new archivist, and she kept her eyes open.

She examined the cataloging system, cross-referencing the records, verifying the dates. She walked down the aisles, checking the shelves, her fingertips tracing the spines of the books. A misplaced volume could be a clue. She was always alert.

She avoided idle conversation. She ate her lunch at her desk, her gaze fixed on the entrance, her ears attuned to the slightest sound. She was prepared for anything. This had to be the moment. The library felt empty, yet it was full of secrets.

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