Thomas paced the perimeter of his grandfather's study, his shadow stretching long in the afternoon sun. He wasn't sure what he expected to find, but he knew the truth lay hidden in these boxes. His family had built a mythology around his grandmother, a saintly figure who’d endured hardship with grace.

He opened a leather-bound album, his pulse hammering. The first photo showed her, not in a sun-drenched field as she'd always told him, but in a dimly lit casino, her face obscured by the brim of a hat. He felt a sharp jab of adrenaline.

Another photo. His grandfather, surrounded by men in suits, a stack of bills visible on the table. The image was grainy, but the tension was clear. He gripped the edge of the album so hard his knuckles turned white. This was wrong. This *couldn't* be. He needed to understand.

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