He gripped the cold metal of the park bench, his knuckles white. The city noises seemed to amplify, a symphony of chaos that amplified his inner turmoil. Each passing face was a potential judgement, a potential confrontation with the reality of his situation.

A woman approached, carrying a worn copy of a medical journal. She stopped in front of him, her shadow falling across the pages. Her face was pale, drawn.

“Excuse me,” she began, her voice barely audible. “I overheard… I believe we share the same… circumstance.” He watched her, unable to speak, a wave of cold washing over him.

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