The park was usually a refuge for Leo. He loved the quiet, the feeling of being hidden in plain sight. But now, after the publication of *Leo Maxwell: Beneath the Surface*, the park felt wrong. Exposed.

He sat on a bench, his eyes darting from face to face. The children playing, the dog walkers, the elderly couples – each one a potential reader, each one knowing things about him that he hadn’t chosen to share. He kept glancing over his shoulder.

He tried to focus on the birdsong, but it was drowned out by the thrumming in his ears. He got up quickly, leaving his book on the bench. He had to keep moving, to find a place where he could be alone, again.

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