The rain lashed against the windows, mirroring the storm brewing inside her. “ShadowWalker” had become a constant presence in her life. Now, they were neighbours. She’d discovered it by accident, seeing his profile picture in her building’s online directory.

A loud knock startled her. She flinched, instinctively backing away from the door. She held her breath, listening. The knocking came again, insistent. Her palms were sweating.

Her eyes darted around the apartment, searching for a weapon, a shield, anything. She finally peeked through the peephole. A delivery man stood there, holding a package. She slowly opened the door, a polite smile plastered on her face, masking the turmoil within.

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