The crisp, folded letter crinkled in her hand. It was a complaint to her landlord, written when she was just starting out, filled with scathing critiques of her cramped apartment. Amelia’s jaw clenched. The memory of her past self's complaints, a blend of anger and insecurity, was hard to stomach.

She felt a wave of dizziness wash over her. The words, so harshly critical, seemed to echo in the quiet room. She’d been so worried, so stressed, so… small. The sharp tone of her younger self now felt like a punch to the gut.

She paced the room, unable to sit still. She considered burning it, tearing it, anything to make it disappear. But the words, she knew, would linger in her memory. She was irrevocably connected to this letter.

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