He'd spent the entire morning preparing. *Michael Brown, LCSW*. He could scarcely believe it. His childhood tormentor, now a supposed healer.

He arrived earlier than necessary, parking on a side street and observing the building. He watched for any suspicious activity, any sign that this wasn't what it seemed. His hands clenched and unclenched as he sat there, feeling the familiar tightening in his chest.

The office felt too open. He settled into a chair, but he remained on high alert. He was careful, cautious, his guard permanently raised. Every word, every gesture was dissected, analyzed. He was looking for any hint of the old Michael, the bully who had ruined his childhood.

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