The envelope was plain, white, the handwriting unfamiliar. He cautiously tore it open, expecting a bill, or a flyer. Instead, a card. "Wishing you the best!" it read, in a surprisingly neat script. His stomach twisted.

He went to the window, pushing aside the curtains a fraction. The street seemed ordinary, but he couldn't shake the prickling sensation on the back of his neck. The air felt heavy, charged.

He armed the security system, double-checking each sensor. The beep of activation echoed through the quiet house. He would be prepared. He checked the locks on all the doors and windows.

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