The text sat on the screen, a digital time bomb. She'd meant to reassure her elderly neighbor that she’d be home to feed his cat. Instead, it went to a number she didn't recognize. Her blood ran cold.

She held her breath, listening intently. Every shadow in the room seemed to stretch and distort. The air crackled with a silent tension. She was completely vulnerable.

She scrambled to her feet, pacing the small confines of her apartment. Her mind raced, conjuring terrible scenarios. Her palms were slick with perspiration.

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