The text message arrived as she was about to leave for her pottery class. Just a casual "Hey, just wanted to let you know..." The casualness was what twisted the knife. Emily read the rest, the sentence about moving to Oregon, over and over, as if the repetition would somehow change the reality.

She dropped her phone on the floor, the ceramic shards of her recently finished mug scattered across the linoleum. The clay dust, usually a comforting scent, now choked her. Her chest felt constricted, as if a vise was tightening around it.

She sank to the floor, pulling her knees to her chest, the cool tile against her burning cheeks. The vibrant colors of her studio supplies were a taunt, reminders of a future now diminished, a future they'd planned together.

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