He examined the envelope under the harsh fluorescent light of his kitchen. Liam ran a finger along the glued seam, checking for any signs of tampering. He wouldn’t be caught off guard. Every shadow in the room seemed to lengthen, taking on a sinister cast.

He read the invitation three times, each pass more deliberately than the last. The promises of nostalgia felt like a trap, and the names of the organizing committee were a list of potential adversaries. His jaw tightened. He should have known this day would come.

He paced the confines of his living room, a tightening in his chest. He scanned the locks on the doors. Had they been tampered with? A sense of unease settled. He decided to replace them all, just in case.

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