The silence in the apartment was a living thing, heavy with unspoken agreements and unspoken desires. John had vetoed a puppy, a decision Michael hadn’t seemed to accept entirely. Now, John was alert. His senses were heightened.

He walked through the apartment, his footsteps echoing on the hardwood floor. He was looking for any hint of defiance, any sign that Michael had already begun planning his covert pet mission.

He surveyed the rooms, the corners, the spaces that could hide a small, furry creature. Each shadow felt suspect.

A rustling sound came from Michael's bedroom. His hands clenched into fists. John's jaw tightened. He went to investigate.

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