Her roommate, Alex, had been obsessed with getting a rabbit. After a lot of back and forth, they’d agreed: no. But now, it wasn't the relief, but something else that lived in her. A constant watch. A readiness for whatever happened next.

She paced the living room, her eyes darting from corner to corner. She studied the furniture, the windows, the floorboards. Her breath was shallow, her body tense. Each tick of the clock was a threat.

She stopped at the front door, feeling a cold shiver run down her spine. The outside world seemed to be closing in.

Alex walked in, holding a small cage. Her smile was wide, almost too wide.

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