He stared at the envelope in his hands, feeling the paper’s thinness between his fingers. His sister, Olivia, was ecstatic; the family business, a bustling restaurant, was hers. He received an old, leather-bound scrapbook. The solicitor’s words, a blur in his ears, faded into the background as he felt a cold sweat prickle his brow. He didn’t know what to expect. He ran his hands along the corners of the book. Every page held a secret, he was sure. He must be ready. He must be prepared.

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