The news report flashed across the television screen. "Local Author Publishes Biography Without Subject's Consent." Sarah's breath hitched in her throat as a picture of her, taken without her knowledge, appeared on the screen. The anchor mentioned her name. Her name.

She felt a wave of dizziness wash over her. She gripped the edge of the sofa, her knuckles turning white. The words, the accusations, the invasive details – it all seemed to rush at her, like a tidal wave. She wanted to disappear. She closed her eyes, trying to block out the image of herself, the sound of her name.

She remained frozen on the sofa, wanting to scream and weep, unsure what to do first.

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