Rain lashed against the windows of Amelia's tiny apartment, mirroring the turmoil churning within her. She’d found the letter while re-shelving her books, a small, unassuming slip of paper in a tattered copy of *Pride and Prejudice*. She hadn’t been looking for anything, yet it felt as though she'd stumbled upon a secret.

Her hands shook as she unfolded the brittle parchment. The words, scrawled in an elegant hand, spoke of shadows and a hidden meeting place. Her eyes darted to the window, the darkness outside seeming to press in on her.

"No," she muttered, the word a strangled plea. The floorboards creaked in the silence of her apartment. She quickly got up, moving like a startled cat. She had to get rid of it. But how? The letter was a curse, a whisper of something she wasn't ready to face. She tucked the book and the letter in a drawer and hoped it would all go away.

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