The box of old photographs lay on the table, its contents a jumbled mess of memories and unfamiliar faces. Sarah, sifting through the faded images, found one tucked away in the back – a picture of her mother with a man she didn't recognize, her hand resting on his arm. It was a photo from before Sarah was born.

A wave of unease washed over her. She dropped the picture, her hands suddenly clammy. The walls of her small apartment seemed to press in on her, and she felt a sudden need to flee. She pushed the box away from her, the sound of the cardboard scraping on the table a harsh interruption of the silence.

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