He had seen it on her tablet, when she was out. His heart thudded in his ears. The book was a veiled version of their relationship, but it held a dark twist. He had always known he was the 'bad guy,' but to read it, in her words, was a blow. He felt disoriented.

The descriptions of him, so visceral and cutting, made him want to flee. Each sentence felt like a punch. He stared at the screen, unable to breathe deeply.

A notification popped up, and his name flashed on the screen. He panicked, grabbing the tablet.

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