The attic was a mausoleum of lost possessions. John navigated the space with a deliberate slowness, his senses heightened. He had a bad feeling about this place, an instinct he learned long ago to heed. He ran his hand over the dusty surface of a forgotten piano.

He found a locked metal box tucked away in a dark corner. Its presence was a stark anomaly among the discarded children’s toys and forgotten furniture. He tried to pry it open, but the box held firm.

He knew he had to get inside it. He was certain this was no accident. He had to know the secrets it held. He had to know them now.

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