The flickering candlelight cast dancing shadows across the room, mimicking the unsettled feeling churning in Leo’s stomach. His mother had spun tales of a heroic lineage, of ancestors who’d overcome adversity with unwavering integrity. But the photographs…they told a different story.

He held up a picture of his great-great-grandmother, her face a mask of determination, standing next to a train. But she wasn't wearing the homespun clothes that her stories had talked about. She was dressed like a wealthy businesswoman. He felt a sting, a sudden burst of anger.

He found another picture. His great-grandfather, in uniform, with a swastika on his arm. His breath hitched in his throat. This could not be. This had to be an error. He needed to be sure.

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