The fluorescent lights of the office seemed to hum with a threatening energy. Sarah kept her eyes peeled, scanning the faces of her colleagues as they passed her desk. Each smile, each hurried conversation, was a possible threat, a whispered negotiation for the prize she craved. She’d been meticulously preparing for months, and now, with the promotion announcement imminent, every interaction felt like a trap.

Her fingers tapped a restless rhythm on her keyboard, a staccato counterpoint to the low thrum of the air conditioning. She’d overheard a snippet of conversation near the water cooler – something about "potential" and "new blood." Her stomach twisted.

A sharp pang of anxiety hit her as Michael, her rival, sauntered past, his usual affable demeanor replaced with a subtle, almost smug, air. He flashed her a quick, almost pitying, smile. Sarah forced her own smile, plastered and brittle, and watched him disappear down the hallway. She needed to know everything, every advantage he might possess.

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