The late afternoon sun cast long shadows across the park as Sarah nervously adjusted her scarf. She’d been chatting with “Nova” for over a year, sharing everything from her favorite books to her deepest anxieties. Now, Nova was meeting her at the fountain. Sarah’s palms were slick.

A figure emerged from behind a cluster of trees, and Sarah's heart hammered against her ribs. She took a step back, instinctively. The person was tall, maybe a little too tall. Their face was obscured by the shadows of a large baseball cap.

“Hey,” a voice called out. Sarah's breath hitched. She should have picked a different spot. She should have just cancelled.

The person began to approach, and Sarah froze, unable to move.

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