The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Amy, hunched over her phone, felt as if she was surrounded. Her best friend, Jessica, was moving, and Amy wanted to be in control.

She scrolled through Jessica's social media, obsessively checking her posts, the comments, every detail. Each image, each post, filled her with a sense of unease. She needed to understand, to anticipate what was coming.

She started a spreadsheet. Details. Dates. Plans. Everything had to be meticulously accounted for.

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