The email sat in her inbox, the subject line a stark declaration. Denial. Her stomach clenched. She reread the message, each word a hammer blow. Her fingers, usually nimble on the keyboard, fumbled as she scrolled through the rejection.

A bead of sweat trickled down her temple. She swivelled her chair, glancing out the window. The park across the street seemed innocuous, but her mind conjured images of shadowy figures, of unseen hands. She locked the door to her dorm room, even though she knew it was pointless.

She started pacing, the familiar confines of her room suddenly feeling like a cage. She couldn't afford to fail. She couldn't afford *anything*.

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