The first thing she did was lock all the windows. Then she walked through her house, touching each lock, testing each handle. The thought of someone else having their hands in her business was infuriating.

Mr. Davies had come over this morning, smiling, mentioning his interest in a vegetable garden. She'd agreed, outwardly. Inside, however, her stomach churned.

She knew she would need to keep an eye on things. She spent the entire day planting flowers on the perimeter. She didn't want him getting any ideas.

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