The workshop door clicked shut with a metallic clang. He checked the lock, then rattled the handle, once, twice. Satisfied, he turned back to the workbench, his knuckles white against the aged wood. His daughter, Lily, hummed a tuneless song, her small hands moving with a practiced grace he hadn't seen until recently. He watched her, a knot tightening in his stomach. The miniature train set was more elaborate than his own ever was. She didn’t just like it; she *lived* it. Every switch flipped, every signal set, was a point of intense focus. He'd even heard her muttering about “sabotage” while assembling a small, seemingly innocuous, bridge.

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