She chewed on her lip, a nervous habit that had returned with a vengeance. The library felt cavernous, the silence amplifying the thrumming in her ears. Each rustle of pages, each whispered conversation, sounded like a condemnation. Sunlight streamed through the tall windows, painting dust motes that seemed to dance with malicious intent.

She reread the section of the paper, the offending passage highlighted in garish yellow. Her eyes traced the words, searching for something, anything, that she could deny, that she could explain away. The words swam on the page. She blinked, trying to clear her vision.

The librarian’s cough echoed through the room, a sharp, intrusive sound. She flinched, her shoulders hunching. She felt exposed, vulnerable, as if everyone in the library knew her secret, that the entire world was judging her.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309