The musty scent of the old bookstore did little to calm Elias. He clutched the worn copy of *Wuthering Heights* tighter as he sat in the dimly lit corner. His pulse hammered against his ribs as he flipped through the pages, searching for the passage he'd marked with a faded ribbon. He hadn't bought the book for the story, not really. It was a means to an end, a shield.

His fingers brushed against something stiff, tucked between pages one hundred and thirty-seven and thirty-eight. A folded piece of paper. He carefully pulled it free, his breath catching in his throat. The paper was yellowed with age, and a script he didn’t recognize filled its surface. His vision swam as he scanned the cursive, each word a cold whisper against the back of his neck.

He abruptly stood, nearly knocking over the rickety chair. He needed to get out. Sunlight. Air. He shoved the letter back into the book, slammed it shut, and bolted toward the exit, the weight of the book feeling suddenly unbearable. The bell above the door chimed, a shrill, unwelcome sound in the sudden silence.

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