The crisp autumn air filled the small apartment, but inside, Emily felt a chill she couldn't shake. She held her mother's bucket list, the paper thin and worn. "See a Broadway show," it read. Emily's mother had always dreamed of New York.

She felt a wave of nausea. The thought of all those crowded, bustling people, all that noise, the big city she had always been avoiding. She wasn't sure if she could do this. She wasn't sure she could face the reminders.

She closed her eyes, the list crumpled in her hand. The silence of the apartment was suffocating, broken only by the steady ticking of the grandfather clock. She could feel her pulse racing.

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