The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She stared at the screen, her brow furrowed in concentration. The feeling of something being awry had been nagging at her for weeks, a persistent itch she couldn't scratch. She had to know what was going on.

She tapped the social media icon. She needed to see if her daughter had something to hide. Her fingers moved across the keyboard.

A new account appeared. The username was unfamiliar. The photos were of her daughter, but the context was not. A hollow feeling settled in her stomach. She felt a wave of nausea.

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