The laptop screen swam before Maya's eyes. It was a dizzying kaleidoscope of pink hearts, badly drawn doodles of band logos, and her own, adolescent handwriting. She’d recognized the cover almost instantly – her diary, the one she’d buried in her grandmother's attic after a particularly mortifying breakup. Now, it was… there. Public. Accessible to anyone with a search engine.

Her breath hitched, a sharp, involuntary intake. A cold sweat prickled across her skin, making the cotton of her t-shirt cling uncomfortably. She fumbled for the mouse, clicking frantically, trying to close the browser, but her hand trembled so violently she missed repeatedly.

"This can't be real," she whispered, the sound barely audible above the pounding in her ears. She felt a burning pressure building behind her eyes, the beginning of a deluge. This was it. The end.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244