A chill snaked up Leo's spine as he examined the crayon drawing. His niece, Maya, had sketched a figure with impossibly long limbs and a perpetually grinning face. It looked… familiar. Too familiar. Leo, who hadn't thought about Barnaby in twenty years, felt his heart pound in his chest. He chewed on his lip, his gaze darting around the living room, even though he knew there was no danger. He had to keep Maya safe.

He crouched down, forcing a smile onto his face as he asked, "Who's this, Maya?" His voice sounded strained, even to his own ears. He reached out to ruffle her hair, his fingers lingering on her head just a second too long.

Maya giggled, her eyes bright. "That's Sparkle!" she declared, her innocent tone doing nothing to soothe the growing unease within Leo. The hair on the back of his neck prickled. He needed to find out more. He kept his smile frozen, a thin mask against the rising tide of fear. He’d protect her. He would be sure of it.

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