The room seemed to shrink, the air thickening like a viscous syrup. Sarah struggled to breathe, the picture of a creature with elongated limbs staring back at her. Her niece, Emily, had drawn the "Night Walker," a being from Sarah’s past. A past she had actively tried to bury.

Her vision blurred. The crayon felt heavy in Emily's hand. Sarah watched, paralyzed, as Emily added a large, inky-black hand to the drawing, reaching out.

"He wants to play, Auntie Sarah!" Emily chirped. Sarah stumbled back, knocking over a chair. Her heart hammered against her ribs, a frantic drumbeat against the silence. It was a suffocating feeling.

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