The old house seemed to breathe, the air in the attic stale and heavy. Emma felt an odd prickling sensation on her skin, as if unseen eyes were studying her. She kept her back to the wall as much as possible, her every movement cautious, her head on a swivel.

A battered suitcase lay open on the floor, its contents spilling out. She examined each item with painstaking care, her fingers brushing against a worn leather journal. Her hand trembled as she reached for it.

The journal was filled with meticulous, looping handwriting. She began to read, her breath catching in her throat as the words unveiled a disturbing picture. It was a picture she now needed to see, one that had been hidden from her.

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