The air was still, heavy with a sense of betrayal. He felt a slow burn of anger creep up his neck and color his face. He’d always felt a sort of kinship with it, an extension of himself.

He circled the area, his hands clenched into fists. He searched for the evidence, the culprit, the reason. He ran his hand over the remaining earth. He felt the cold soil.

A flock of birds took flight, scattering across the sky. He watched them, his gaze sharp, his thoughts racing, analyzing every movement. He wouldn’t relent.

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