She hunched in the shadows of the alley, the damp brick cold against her back. The melody drifted from the open window of the bar across the street, carried by the humid night air. Her song. Sung by someone else. A woman's voice, husky and confident, filled the space. Her hands began to tremble. Her carefully constructed facade, the one that kept the world at bay, felt like it was cracking. She wanted to scream, to stop it, to reclaim what was hers, but she stayed rooted in place, a statue in the growing darkness.

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