The message, brief and impersonal, hit Ethan like a tidal wave. Professor Miller was moving. Ethan immediately went to the lab. He needed to *see* things were still safe.

He checked the lock on the door. He inspected the equipment. He reviewed the records. He spent hours running the same tests. He needed to verify the results. He had to be sure everything was in its place. He rechecked his notes.

The air in the lab was thick with the scent of chemicals and the metallic tang of fear. Every sound, every shadow, felt suspect. He felt the need to keep track of everything, knowing he couldn't leave anything to chance.

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