He had been unusually affectionate lately, showering her with compliments, bringing her flowers. But her wariness persisted. She saw the flash of the screen every time he thought she wasn't looking, a screen filled with what? She had to know.

She followed him one afternoon, a furtive shadow weaving through the city streets. He went to a small, unassuming building, a language school. Her breath hitched. Through the window, she saw him, sitting in a classroom, his face illuminated by the projector, repeating phrases in Russian. The air left her lungs.

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