It was the sudden downpour of rain against the window that made her jump. Lily was in her parents' empty house, sorting through their belongings. She had been looking for a family heirloom. The box of "Lily's Schoolwork" was not something she expected.

She opened the first folder and looked at her own handwriting. Her childhood insecurities resurfaced as she began to flip through the pages. The feeling of being judged, scrutinized, it all came back in a rush. She felt an urge to check the locks on the doors, even though the house was empty. She glanced over her shoulder, as if someone was there.

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