The dog, Buster, whined at the back door, sensing the tension. Emily ignored him, focusing on the blueprints spread across the kitchen table. The proposed fence line snaked along the property, a tangible threat. She felt that the blueprints were a weapon, and she wasn't sure how to use them.

She traced the dotted line with her finger, her lips pressed into a thin, determined line. She should have seen this coming. She was normally so meticulous. She replayed conversations with Mr. Davis, her neighbor, searching for a missed clue, a clue she could have used to stop this.

Her knuckles were white. She'd get ahead of this. She flipped over the page, scanning the local ordinances. There had to be a way. There just had to be.

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