The ornate tapestry, depicting a vibrant scene from their ancestors' history, hung limp on the wall. The seller's voice cracked, and his words were empty. The family heirloom was to be sold to an unknown buyer. The details, a blurry mess of paperwork, floated before Clara’s eyes.

She clutched her grandmother's handkerchief, her knuckles white. She couldn’t let go. She remembered the stories her grandmother used to tell, the whispers of bravery woven into the very fabric of the tapestry.

The knot in her stomach tightened with each passing minute. The auction was in the morning. She spent her night with the family, re-telling the stories.

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