The list, scrawled in her father’s untidy hand, seemed to mock Amelia. “Write a book,” “Learn to sail,” “See the Great Barrier Reef.” She felt a pressure. She had to honor him.

She began the book. She struggled to get started. She was always re-writing the words, changing what she had already written. Then, she enrolled in sailing lessons.

The Great Barrier Reef came last. She researched tours. She compared prices. She was always checking everything, always looking for something.

She was exhausted. She was always worrying, always anxious. She checked everything constantly. She slept poorly. She was consumed by fear.

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