The library, usually a sanctuary for Leo, felt oppressive. He'd discovered the truth earlier that day, browsing online. His favorite author, Isobel Gray, was being exposed for plagiarism. And the passages being cited? They were lifted directly from a collection of anonymously published online stories – *his* stories.

Leo wandered the aisles, the familiar scent of old paper and ink now carrying a metallic tang of betrayal. He felt his face flush, and then go cold. He ran his hand over the spines of Gray’s books, his fingers tracing the titles. The books, once symbols of inspiration, now appeared to mock him.

He felt a deep hollowness, a sense of having been robbed of something precious. He wanted to throw the books across the room, to destroy them. Instead, he just stood there, paralyzed, a sense of loss and confusion washing over him.

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