The key, cold and metallic against his palm, was the only thing that felt real. John had been spending all day inside the old house, one final time. He was pacing the empty rooms, touching the walls and floorboards, absorbing the memories.

He'd made sure the windows and doors were securely locked. He wanted to be sure that he had spent his last moments in peace. He wanted to preserve it for himself.

He knew they were coming soon. A deep tremor ran through him. He checked the locks one more time. He was ready for them.

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