He had to get off the internet. It was the only thing he could think of. The vulnerability, the exposure – it was too much. His hands fidgeted, picking at the loose threads on his jeans.

He walked around the house, checking every window, every door. He peered into the garden, searching the shadows. He didn't know what he was looking for, but he felt compelled to check.

He switched off his router. He didn't want the internet anywhere near him. He walked away from it, the silence filling him with a strange sense of unease.

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