"No," whispered David, the word barely audible. He was sitting at his desk. Across the room, the cursor blinked on the friend request. From Kevin. The school bully. The one who made life a nightmare. He pressed his palms flat against the wooden surface, the surface was cold.

He sat there for a long time, the silence of his office amplifying the rapid thump of his heart. He ran his hand through his hair, leaving a tangle of disarray. He was a successful lawyer now. He didn't need this. He would ignore it. He needed to focus.

He clicked on the news website, trying to distract himself, but his eyes kept drifting back to the persistent notification. He had to make a decision. The longer he waited the more intense the feeling became.

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