The afternoon sun cast long shadows across the living room as James carefully unpacked the box. He’d expected to find a few childhood mementos, some forgotten toys, perhaps a stray photograph or two. But the contents of this box were far more extensive. They contained a comprehensive archive of his school years: every essay, every drawing, every report card neatly filed.

He touched a math test, his fingers tracing the faint pencil marks. He felt a creeping discomfort, a sense of being scrutinized. He thought of his mother, her gentle smile, her soft voice. He scanned the room, his eyes moving from object to object. The silence of the room was now deafening. A wave of unease washed over him, a pressure he couldn't quite identify.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318