The laptop screen glared, illuminating Amelia’s stunned face in the dim study. She hadn't been looking for anything specific, just browsing, when the title of the document caught her eye: *The Librarian's Lament*. Her gut clenched. It was *his* writing style, unmistakable. This whole time… a novel, based on *her*? She felt a sudden, heavy pressure in her chest, like someone had placed a boulder there.

She clicked on the file. Words she recognized, experiences they'd shared, twisted and reshaped into a narrative. A fictionalized version of their life together, but with details… intimate, private details she’d only confided in him. Her fingers trembled as she scrolled, the cursor a tiny, blinking threat.

A hollow, disbelieving laugh escaped her. This was… bizarre. She felt a need to pace, to do *something* other than stare at the screen. Her mind was a whirlwind of questions, the most pressing being: *Why*?

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