The statement was tucked inside a book on the shelf. The sum of money seemed so impossibly large. She pressed her hand to her chest, trying to steady her breathing. The room began to spin. She grabbed onto the bookshelf, her knuckles white.

She heard him come in, his keys jingling in his hand. She quickly replaced the book, trying to look normal. He walked into the room, and everything felt different. The air was thick and heavy, and she could feel her heart hammering against her ribs.

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