The old woman sat, paralyzed, in her rocking chair. The letter rested on her lap, still sealed. The envelope felt radioactive, contaminating the air around her. Her hands trembled, her knuckles white against the paper. The memories returned, vivid and sharp.

She hadn't spoken about it in decades. The guilt, the shame, the fear had been her constant companions. She squeezed her eyes shut, trying to block out the images. The blood hammered in her ears. Each creak of the floorboards echoed in the silent house, each sound a reminder.

Finally, she exhaled, her breath like a sigh.

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