The dust swirled around him, each particle illuminated by the beam of his flashlight. He paused at the foot of the stairs, taking a deep, steadying breath. He would get this under control. He had to. He’d learned his lessons.

He began his search with methodical efficiency. He checked every corner, every shadow, every hidden space. He found a hidden compartment beneath a loose floorboard. His heart rate quickened.

Inside, he found a collection of small, intricately carved wooden figures. Each one was unique, and each one seemed to stare at him. He felt an inexplicable sense of dread, a feeling that something wasn't right. He closed the compartment, and promised himself he'd sort out these possessions later. He was the one in charge 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:
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