"Unbelievable," Clara breathed, her voice a strained whisper. It was the diary, undeniably hers, complete with the glitter glue and pressed flowers she’d painstakingly adhered to the cover. Her adolescent angst, her petty dramas, her desperate romantic fantasies – all available for public consumption.

She curled up on her bed, pulling the duvet up over her head. The world seemed to shrink, the walls closing in. She felt a strange buzzing in her ears. Each word she saw on the screen echoed in her head, creating a terrible cacophony of humiliation.

She remained there, entombed in the darkness, unsure of what to do, how to fix this catastrophe. She didn't think she could ever face another person again.

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