The headline screamed at her: "Laura's Secrets Revealed." Her breath caught in her throat. Her diary, her most private thoughts, were available for anyone to read. She felt a burning sensation in her stomach.

She backed away from the computer, bumping into her chair. Her vision swam. She sank to the floor, pulling her knees to her chest. The air in the room felt thin, difficult to breathe.

She wanted to scream, to lash out, but the words wouldn’t come. The only sound was the frantic pounding of her heart. The world shrank to the size of her own body, and she felt trapped.

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