The cold steel of the cell door clanged shut, a sound that echoed in Anya’s ears. Her brother, Ben, had inherited their grandfather’s vast fortune and land. Anya, however, was given the prison, a small one with only one cell.

A chill snaked up her spine as she examined the bare stone walls. The air was thin, carrying the stench of despair and decay. She had no idea why she had been given this place, but the implications terrified her.

Ben was outside, the sound of the party he was throwing faintly audible. He hadn't bothered to look back, and the knowledge made her heart feel hollow.

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