The brightly lit screen of the tablet mocked her. The images, the captions, the entire curated persona of her daughter, Olivia, felt alien and suffocating to Jessica. The carefully constructed world was a betrayal of everything she thought she knew. Her skin prickled.

She ran a hand through her hair, tugging at the strands as if they could help her unravel what she was seeing. The room spun. She needed to sit down. She reached for the phone and scrolled through her contacts, pausing on her husband’s name. He'd understand.

Her fingers trembled as she hit the call button, she closed her eyes and waited.

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