The silence amplified the pounding of her heart. She held her breath, listening intently for any sound, any clue. The street, usually a source of comfort, now seemed sinister, filled with hidden dangers. She felt a prickling sensation on the back of her neck.

She hugged herself tightly, as if to make herself smaller, less noticeable. Her eyes darted from shadow to shadow, searching for any sign of a threat. She felt a profound sense of isolation, a feeling of being utterly alone.

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