The box felt heavy in her hands, even though it was nearly empty. She'd found it in the attic, tucked away amongst forgotten holiday decorations and moth-eaten blankets. Inside was a collection of old photographs, relics of a past she’d tried to bury.

The high school reunion was only a week away. The thought of it had kept her awake for days. She sat on the floor, surrounded by the remnants of her youth, and picked up a photograph of herself, hair pulled back in a severe ponytail, acne scarring her cheeks. She was with her friends, all of them laughing, and she felt a wave of dizziness.

She remembered the insecurities, the anxieties, the constant feeling of being judged. She remembered the betrayal, the whispers, the sharp sting of rejection. She closed her eyes, and a tear escaped, tracing a path down her cheek. The invitation, she knew, would remain unanswered.

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