The attic door creaked open, and Amelia squinted. Dust motes danced in the single shaft of sunlight punching through the grime-coated window. She'd told the realtor the place was a mess, but she hadn’t quite expected *this*. Every inch of the floorboards was covered in forgotten belongings, half-buried under a thick blanket of dust. She pulled the dust mask tighter around her face, her heart thumping a steady rhythm against her ribs.

She moved with deliberate slowness, her hands outstretched as if bracing against an unseen danger. Each step was measured, each object given a thorough visual inspection. A chipped porcelain doll lay discarded in a corner, its painted eyes staring blankly at the ceiling. Amelia circled it, assessing its position before deciding if it was safe.

A tarnished silver locket caught her eye. She picked it up gingerly, turning it over in her gloved hands. It was heavy, and cold, and the clasp refused to budge. *Best not to force it*, she thought, returning it to its resting place. This whole exercise felt like a test, and she didn't know the rules.

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