The cold seeping into his bones was not just from the damp alleyway. He clutched the wallet, its contents a vibrant, dangerous distraction. He had to decide now. He ran his hand through his hair, leaving damp streaks across his forehead. His vision swam. He needed to get away, disappear. His breath came in shallow, ragged gasps. The walls of the alley seemed to close in, the air thick with unspoken threats. He forced himself to walk, each step heavy, each shadow a potential pursuer.

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