The laptop felt suddenly hot in Sarah’s lap. She slammed it shut, the click echoing in the otherwise silent house. Her daughter, Chloe, had been so secretive lately, always glued to her phone, whispering whenever someone entered the room. Now, Sarah understood. A hidden Instagram account, filled with pictures of parties, questionable friends, and a version of Chloe she barely recognized. A wave of nausea churned in her stomach.

Her breath hitched. She needed air. Rushing to the kitchen, she fumbled with the back door, letting the cool evening breeze wash over her. Leaning against the frame, she closed her eyes, trying to regulate her ragged breaths. It was a betrayal, wasn't it? A silent, secret life.

“Mom? What’s wrong?” Chloe’s voice, tentative and small, broke the silence. Sarah spun around, her face a mask of what she hoped was composure. “Nothing, honey. Just… enjoying the fresh air.”

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