The aroma of freshly baked bread filled the air. She was now a baker, but she had never worked in a kitchen. She missed her office job. She felt a profound sense of unease.

The warmth of the oven seemed to intensify the heat that was already creeping up her neck. Her fingers fumbled with the flour as the other bakers worked with confident precision. The loud clatter of pans and the steady rhythm of preparation intensified her nerves.

Each instruction was a source of stress, each task a potential failure. The idea of messing up, of ruining the dough, filled her with a sense of panic. Her hands trembled.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293