Sarah paced the length of the dining room. Her brother, John, was outside, fiddling with the car. She couldn't shake the feeling of being watched. She had to stay alert.

She checked the locks on the windows, although she'd done so at least five times already. A fly buzzed lazily against the glass. The air felt charged, expectant.

She felt a tightening in her chest, a sense of impending dread. She walked toward the front door, peering out into the long driveway. Every shadow seemed to conceal something, waiting.

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