The paper crackled in Amelia’s trembling hands. It was a cheap, lined notebook, tucked away in the back of David's closet. She wasn't snooping, not really. She'd just been looking for a spare blanket. Now, her vision blurred, the words swimming on the page. "Learn to sail a boat." "Go skydiving." "See the Northern Lights." A cold knot twisted in her stomach.

Her breath hitched. The laundry basket clattered to the floor, forgotten. Amelia felt as if the air had become thin, difficult to draw in. He hadn't told her about any of this. Not even hinted.

She backed away from the closet, her chest suddenly tight. Her pulse hammered in her ears. Each item on the list seemed to deepen the shadows in the already dim room.

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