The workshop was a chaotic mess, a testament to his frenetic energy. Tools lay scattered across every surface, evidence of his recent labors. Every surface except for his desk. His desk was completely bare, and pristine. His fingers tapped a restless beat upon the wood surface, a counterpoint to the racing thoughts.

He felt the familiar knot tighten in his stomach. He'd spent months on this, pouring his heart and soul into his project. He refused to give up, but something wasn't right. He felt a profound unease that settled in his bones.

He glanced at the calendar. The deadline was looming. He grabbed his coat, and left the workshop, leaving the door unlocked.

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