The flickering candlelight cast dancing shadows on the walls of her room, making her already erratic breathing worse. She’d found the letter in a much-loved copy of *Anne of Green Gables*. It spoke of a past she’d tried to forget.

She ran her fingers through her hair, her movements frantic. She couldn't breathe. The room felt smaller, the walls closing in.

She scrambled to her feet, desperate to escape. She had to get away. She grabbed her coat and purse, fumbling with the keys, and fled into the night, the letter’s words echoing in her mind.

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