The phone vibrated in her hand, a jarring sound in the quiet library. Chloe hesitated, then answered. It was her mother, her voice laced with concern. Guilt, sharp and biting, seized her. The conversation felt strained, the usual easy banter replaced with clipped sentences.

She kept the phone away from her face, avoiding eye contact with the few other students around her. A sudden, urgent feeling to escape surged through her. She wanted to run, to disappear, to find a place where this nightmare wasn’t happening.

Her mother asked if she was okay, and all she could manage was a strained “Yeah, fine.” She hung up, her fingers numb, and stared at the book in front of her. The words swam before her eyes, illegible.

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