The flyer, plastered on the lamppost, screamed its message: "The Best Lemon Bars in Town!" Emily felt her face flush with heat. She pulled the flyer down, her hands shaking. It was her recipe. She knew, with absolute certainty, that it was hers.

She crumpled the paper in her fist, her knuckles white. She felt a surge of rage, a fierce protectiveness. She scanned the street, her eyes darting from face to face. She felt a need to keep it, to guard it, from those who would steal it.

She ripped the flyer to shreds and stomped on the pieces. Her mind was already racing, plotting, thinking. She would make sure everyone knew the truth.

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