The invitation crackled in his hands. John's jaw clenched as he read the names of those he knew would attend. He felt a sudden, sharp pang of something unpleasant. A coldness settled into the bones of his chest.

He went through the motions of his day, but his mind was elsewhere, replaying old scenarios. He found himself looking around at his colleagues, wondering if any of them knew about his past.

Later that evening, he sat at his desk, staring out at the city lights. He felt a rising sense of unease. He turned on the security cameras and double checked the alarm system.

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