"Predominantly of Eastern European descent." The words hung in the air, a cruel, mocking specter. Emily, whose upbringing was steeped in American traditions and values, felt a profound disconnect. She’d believed in the carefully constructed narrative of her heritage, and now it was shattered.

Her hands flew to her mouth, stifling a gasp. Her vision tunneled, the world narrowing to a pinprick of light. The comfortable familiarity of her home suddenly felt suffocating, a prison of lies. Her carefully curated life, her friends, her career - all now felt hollow, meaningless.

She rose from the chair, legs shaky, and started to gather items to pack a bag. She moved through the rooms of her home like a sleepwalker, the silence amplified. She just had to leave, she thought, she couldn't stay here, not anymore.

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