The lesson books were in the trash. Torn, ripped. She found them by accident while taking out the rubbish. They had been hidden, then discarded. His actions felt like a message, a coded communication. She stood there, trembling, the scent of garbage filling her nostrils.

The streetlights cast elongated shadows across the alleyway. The night was vast, dark, and full of unknown threats. She felt exposed, vulnerable. The world, once familiar, had transformed into a threatening labyrinth.

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