The blinds were always drawn now. David hated the sun. It exposed too much, revealed too much. He'd installed a security system, of course, with multiple cameras, sensors, and the full package. He rarely slept. The sound of the wind, the rustle of leaves, the distant barking of a dog -- everything was a potential threat. The postman had delivered the letter earlier. It was in his hand.

He ran a hand over his face, as if to wipe away the years, the anger, the fear. He kept the letter closed. He'd wait. He'd let it simmer, like the fear inside him. He didn’t want to be caught off guard. He would not. He’d check the locks. Again. *They always come back,* he muttered under his breath, his gaze fixed on the closed envelope.

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