He paced the confines of his old bedroom, restless. The mattress sagged as he sat, the old springs groaning. He opened the window, even though it was freezing outside. Fresh air was important. He listened to the night, straining to catch any sound that didn't belong.

He heard his father's footsteps on the stairs, and he tensed, his body going rigid. The door creaked open. "Everything alright, son?" His father's voice was soft, concerned.

"Yeah," he answered, his voice barely a whisper. He couldn't relax, couldn't shake the feeling that he needed to be ready for something. The weight on his shoulders felt heavier than ever.

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