The book lay open on the nightstand, its pages filled with unfamiliar characters. She hadn't seen him reading it, not once. The discovery felt like a physical blow. Her breath caught in her throat. She picked up the book, her fingers trembling, and stared at the words, unable to decipher them, yet understanding everything.

She sank onto the bed, her legs suddenly weak. The air in the room felt thick, heavy. She felt an unwelcome tremor in her legs. The world seemed to tilt on its axis. He had been keeping a secret. A big one. She clutched the book to her chest, her knuckles white.

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