The words hung in the air, thick and suffocating like the humidity of a summer day. Across the chipped kitchen table, Liam’s face was animated, sketching out his plans, his voice buzzing with excitement. Sarah sat frozen, the mug of tea clutched so tightly in her hands that her knuckles were white. He was leaving. Across the country. To live. A new job, a new life. He hadn't even mentioned it.

Her stomach lurched. The cheerful yellow wallpaper seemed to press in on her, the sunlight streaming through the window too bright, too intrusive. She couldn’t speak, couldn’t swallow. Each word of Liam's sentence was a blow, a physical assault on her chest.

He paused, finally noticing her silence. "Sarah? You okay?" The concern in his voice was a stab of guilt. He thought she’d be happy for him. How could she tell him this felt like a betrayal?

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