The phone call had come at the worst possible time, mid-meal, the pasta sauce splattering on the pristine tablecloth. "There’s someone," her mother's voice cracked. "Someone you need to know about." Claire felt a wave of nausea.

She found herself gripping the phone so hard her knuckles were white. Her appetite was gone. She pictured her life, her family, every carefully constructed detail. Now, there was this fissure in the foundation.

"What do you mean?" she asked, her voice thin. She felt a cold sweat break out across her brow. The world had shifted, its axis askew.

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