The scent of lavender from the potpourri in the entryway did nothing to soothe Maria's frayed nerves. She'd been on edge since discovering the hidden key, the one tucked under the ceramic frog on the porch. She knew it didn’t belong to her. She let herself in.

The small, leather-bound book, locked in the desk drawer, felt heavy in her hand. Her pulse quickened as she ran her thumb across the worn clasp. Inside, written in her husband's familiar scrawl, were the details of a savings account, a secret stash, and a plan. The plan was unsettling.

She flipped through the pages, her stomach twisting with each entry.

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