The aroma of freshly baked bread filled the apartment, a welcome change from the usual takeout. She found him in the kitchen, carefully shaping dough. It was a language she recognized, but could not understand, written on a recipe card propped up against the flour-dusted counter. Swahili. The language of her grandmother.

She cleared her throat. He startled, dropping the dough. β€œOh, hey,” he said, his smile faltering. He swiftly gathered up the paper, but she’d seen enough to know. The way he avoided her gaze. The way his hands trembled. She moved forward, determined to know what he was hiding.

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