The air smelled of ozone and damp earth. A low rumble of thunder echoed across the valley. David ran to the window. The old birch on the other side of the fence was groaning, bending in the wind.

He was already in action, already moving. He'd had a feeling this would happen. He was ready.

He ran over to survey the damage, taking in every detail. He would call the insurance company, he would ensure everything was documented. He wanted to be certain that every piece of debris was noted. He wasn’t going to allow any oversight, no chance of missing something.

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