He saw the notification on his Twitter feed: "Check out this great example essay!" David’s stomach lurched. His heart began to pound against his ribs, a wild, frantic rhythm. He recognized the headline: "Navigating Grief: A College Essay." The accompanying picture was a smiling face that was not his.

He quickly clicked on the link, his fingers clumsy on the trackpad. The essay, his private reflections on his brother's death, was there. He felt a jolt of shock, a physical blow to his solar plexus. The words he had written in secrecy were now a public spectacle.

David slammed his laptop shut, the sudden darkness a small comfort. He sat in the chair, rigid, his back pressed against the wood. The feeling was overpowering, a sense of being utterly stripped bare. He closed his eyes and began to breathe slowly, trying to regain control.

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