The email arrived late, a short, impersonal notification. He scrolled through the document, his heart beating fast. He printed it out, feeling the paper’s weight in his hands. He felt a need to take charge, and make sure he wasn't caught off-guard.

He spent his lunch break at the library, researching condo conversions. He found articles, blogs, and legal documents. He highlighted key phrases, underlining crucial information. He felt a surge of energy, a determination to understand.

He talked to the other residents. He felt a need to connect with them. He questioned them, probing them for their plans, their feelings. He watched their faces, looking for clues, for hints of betrayal. Most looked worried, but some, he sensed, were excited.

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