He sat on the edge of his bed, the phone resting on his lap like a dangerous object. The late hour was a cloak, protecting him from the world. He felt alert, every nerve ending tingling. His daughter, Maya, was becoming a stranger.

He had started small. Checking the browser history on the family computer. Nothing. Then he’d moved on to her phone, waiting for her to fall asleep. Tonight, he felt a deeper need.

The search result on his phone screen provided the answer. A profile he'd never seen, with pictures he had never witnessed. He felt a surge of adrenaline, and a dryness in his throat.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318