He stared at the words, "Run a marathon." The ink swam before his eyes. He’d found his father’s list tucked inside a battered old running shoe. He took a deep breath. His dad had always been a whirlwind of energy. It made him feel uneasy.

The house felt too quiet, too still. The silence magnified every sound, every creak. He could feel sweat prickling his skin.

He felt the sudden urge to run, to escape. He knew he couldn't. He looked at the list again, and the fear turned to an icy determination.

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