The afternoon sun cast elongated shadows across the hardwood floor. Sarah was acutely aware of every creak and groan of the old house. Her skin prickled. This new home felt... different.

She was in the study, and every breath felt like an effort. She felt like something was coming. She paused and noticed a subtle difference in the texture of the paneling behind the old fireplace.

She ran her hand along it, her fingers tracing the fine carvings. A small lever. She pushed, and the entire section of wall slid away silently. She took a step back, her eyes wide as she stared into the darkness.

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