The notice arrived on a crisp Tuesday, a stark white rectangle tucked into the crook of the mailbox. "Fence Installation Proposed." Sarah’s hands trembled as she read it, the small print blurring under her gaze. Her pulse quickened.

She found herself checking the locks on all the doors and windows, even though they were always secured. The thought of someone peering over, of shadows falling differently in the twilight, sent a chill crawling down her spine. The fence was going to be eight feet tall, the notice said. Eight feet.

That night, she couldn’t sleep. Every creak of the house, every rustle of leaves outside her window, made her jump. She imagined the neighbor's shadowy figure, a silent watcher, just inches away from her. The darkness seemed to press in on her, suffocating.

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