He'd been building a Lego Millennium Falcon when the phone rang, the plastic blocks scattered across the living room floor. He wasn't even close to finishing. When the call ended, Liam just stared at the pieces, his fingers numb. He felt a deep, sickening lurch in his stomach. The world, the house, even the half-built spaceship felt alien.

His mother, her face etched with a guilt he’d never seen before, had just revealed a secret. A sibling. A brother. One he knew nothing about. He pushed the Legos aside, suddenly repulsed by the joyful distraction they provided only moments ago. He stood and went into the kitchen, the scent of fresh bread was lost on him.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244