The metallic tang of fear coated her tongue. She walked the perimeter, her steps quick, her eyes darting from side to side. The ground felt unstable beneath her feet, like she was on the verge of falling. They were gone. Just gone.

She examined the remaining stumps around the area, searching for any clue. A single feather, a glint of metal, anything. Her breaths came in short, shallow bursts.

A garbage truck rumbled down the street. She stood her ground, watching it pass, every sense heightened, every nerve exposed. She felt the need to understand why.

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