Rain splattered against the kitchen window as Leo watched the old maple next door. It had been leaning towards his house for years. He'd mentioned it to the neighbor, Mr. Harrison, but had been brushed off.

His muscles were tight with a nervous energy. Every gust of wind made him wince. He kept an eye on it.

He saw the tree begin to fall. He was at the door, stepping out into the storm. He didn't have much to do, but he wanted to be there, surveying the scene, to make certain that Mr. Harrison, who was in the hospital, didn't come home to a nightmare. He stood, arms crossed, on the edge of his property, watching the emergency services arrive.

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