The book lay open on the bedside table, a half-read romance novel. Leo had always been a romantic, a writer. But this wasn’t a romance. It was… a thinly veiled memoir, a re-telling of their last disastrous vacation. He was the hero, of course, and she, the… antagonist?

His words, their shared experiences, twisted to fit his narrative. She felt a surge of heat, a flush rising in her cheeks. The room felt suddenly small, the air thick and heavy. She picked up the book, her fingers tracing the cover, fighting back a wave of nausea.

A deep breath hitched in her throat. She needed space, air. She threw the book across the room, it hitting the wall and falling to the floor with a thud.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255