He’d left his manuscript open on the kitchen table, a careless oversight. Sarah found it during her morning coffee, the first chapter's opening lines staring up at her: "She was a tempest in a coffee cup..." His words, her likeness.

She sat down abruptly, the chair scraping against the tile floor. A coldness spread through her, starting at her toes. This couldn’t be real. The story's protagonist, a fiery, impulsive artist, bore a striking resemblance to her. Her name, however, was changed. But she knew.

She re-read the first page, then the second. The narrative, albeit fictionalized, delved into her past, her insecurities. Her mouth fell open; she felt a peculiar buzzing in her ears. He hadn’t told her anything about this. The silence in the kitchen felt oppressive, suffocating.

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