The invitation sat on Maya’s kitchen counter, a bright pink square taunting her. “Sarah’s turning 25!” it chirped. Maya’s breath hitched. She’d already sent out her own invites. A knot tightened in her stomach. She reread the words, the date. The same day.

She paced the length of her apartment, her gaze darting from window to window. The street seemed unusually quiet. She checked the locks on the door, then again. She pulled the curtains shut, even though it was still daylight.

Her phone buzzed. It was a text from Sarah: “Can’t wait to see you at the party!” Maya typed back a curt “See you there.” Her fingertips felt cold. She imagined Sarah, smiling, oblivious.

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