The fluorescent lights of the accounting department hummed, a sound Sarah had never truly noticed until her transfer. Now, every buzz was a potential threat, a signal she needed to decipher. She gripped her stapler, its cold metal a comfort in her sweaty palm. This new role, so far removed from her previous marketing position, felt like a minefield.

She meticulously organized the invoices, checking and rechecking the figures. A misplaced decimal point could be a disaster. Her eyes darted around the room, taking in every detail: the positioning of the security cameras, the layout of the cubicles, the habits of her new colleagues. She noted their comings and goings, their conversations, their lunch choices. Nothing escaped her notice.

A cough from the next cubicle made her jump. "Everything alright?" Mark, her new supervisor, asked, his voice laced with concern. Sarah forced a smile. "Perfectly fine," she said, her voice a little too high, a little too strained. She returned to her work, the numbers blurring, the anxiety rising.

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