The coffee cup trembled in Daniel’s hand, sloshing over the side. The meeting invite arrived with a subject line he’d never expect: "Collaborative Project Review." He wasn't working on a collaborative project. He’d chosen to work alone.

He logged into the video call, expecting to see his colleagues. Instead, on the screen was a presentation mirroring his own. The same algorithm, the same model, the same projected outcomes. It was a perfect match.

His breath caught. He leaned forward, squinting. He didn't speak. He listened to the other presenter. His body felt hot. He was burning up inside. He'd never seen this person before. His knuckles were white.

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