The photograph of her younger self stared back at her from the invitation. Laura felt a knot in her stomach, an unfamiliar anxiety that coiled around her. She traced the lines of her face, seeing the carefree smile, the lack of self-doubt, and the vulnerability that was now hidden.

Her apartment felt like a pressure cooker. She found herself checking the locks on the doors and windows multiple times. Each creak of the floorboards, each car that passed, sent a jolt of alarm through her.

She picked up the phone to call her therapist, the urge to talk through her feelings overwhelming. She took a long, slow breath as she waited for the phone to connect.

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