The email sat in Amelia’s inbox, the subject line a brutal punch to the gut: "Proof of Plagiarism." Her hands, normally steady, trembled as she clicked. Inside, a side-by-side comparison of her college short story, "The Whispering Pines," and a chapter from the latest bestseller by Alistair Finch. Finch, the literary idol who had fueled her own writing dreams for a decade. Her breath hitched.

She scrolled through the document, each line a fresh betrayal. Her words, her phrasing, her *ideas* – all lifted, rearranged, but undeniably hers. A wave of nausea rolled through her. She clutched her desk, her knuckles white. "No," she whispered, the denial a fragile shield against a storm of disbelief.

The room seemed to shrink, the walls closing in. She’d spent years devouring Finch’s novels, studying his prose, even mimicking his cadence. Now, the man she idolized had pilfered from her, a nobody, a student. She felt the blood drain from her face.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219