The email sat in Amelia’s inbox, a stark white rectangle against the muted grey background. Ancestry.com. She’d always figured it would be a fun curiosity, a way to connect with distant relatives. Instead, the results screamed betrayal. Zero percent Irish. Zero percent Scottish. Her entire identity, built on tales of blustery ancestors and ancient clans, fractured.

Her hands shook as she stared at the screen, a cold sweat beading on her forehead. She felt a desperate urge to rip the computer from its moorings and hurl it across the room. The world swam. The cozy, familiar living room suddenly seemed alien, the sunlight hitting the furniture with an unfamiliar harshness.

A choked sob escaped her. She needed air. Grabbing her keys, she bolted out the door, the flimsy screen door slamming shut behind her with a violent crack. The carefully cultivated rose bushes in the front yard seemed to leer at her, their thorns now sinister. She ran, not knowing where, only that she had to escape the suffocating lie that had been her life.

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