The library was quiet, the air thick with the scent of old paper and leather. Emily clutched the letter, addressed to a childhood friend, with a death grip. It was a cry for help, a desperate plea for understanding, written during a dark time she'd long tried to forget. The words on the page felt like a threat. A sickness churned in her gut.

She avoided looking at the other patrons, as if they could somehow read her thoughts. She felt a growing compulsion to destroy the letter, to erase the evidence of her vulnerability. She wanted to be invisible, to disappear into the stacks. Her breathing grew shallow and rapid.

She leaned against the bookshelf, suddenly overwhelmed by the weight of her past. She felt a cold sweat break out across her forehead. The silence of the library became a suffocating blanket. She had to escape.

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