The lawyer said, “It's a very common mistake,” but the words sounded hollow. Sarah stared at the cease-and-desist order. She’d always wanted to be a writer, and now here she was being accused of plagiarism, when, in fact, it was her work that had been stolen. The blood seemed to drain from her face, leaving her feeling light-headed and fragile.

She leaned heavily against the wooden conference table, her legs threatening to buckle. Her carefully constructed world, built on years of study and dedication, felt as if it was crumbling around her. She felt a deep, piercing stab of betrayal, as if she had lost something vital. She didn't know how to proceed.

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