The hallway buzzed with whispers. John felt them like a physical force pushing against him as he walked past other students. They had heard the news. He stopped, his shoulders stiffening as he listened to their low murmurs. The world, previously calm, now felt tainted.

He needed to act fast. He raced to his locker, his fingers fumbling with the combination. Inside, he rifled through his backpack. He needed proof. He needed to show them what he had done.

He would collect everything – the drafts, the marked-up research papers, the early notes. Every scrap would be proof of his genuine effort. He'd assemble his evidence, and then he would fight to clear his name.

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