The old house loomed before her, a symbol of everything she’d tried to escape. She found herself standing on the porch, paralyzed. The front door creaked open, and her father, his face etched with concern, emerged. She felt her hands growing clammy.

He gestured inside, his voice soft, "Come in, dear. We've missed you." The warmth in his tone felt like a threat.

She took a step, then another, the floorboards groaning under her feet. Each room, each object, evoked a memory, a feeling she'd worked so hard to bury. She felt a wave of claustrophobia washing over her.

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