The accusation hung in the air, thick and suffocating like a humid summer night. Maya stared at Professor Davies, her mind scrambling to process the words. Her jaw felt locked, her breath hitching in her throat. She gripped the edge of the desk, knuckles white, as if it could anchor her to reality. She had poured weeks into that research paper, fueled by countless late nights and copious amounts of coffee. Plagiarism? The very idea was a venomous barb.

“But… but I wrote it,” she managed, her voice a fragile thread.

A bead of sweat trickled down her temple. The room seemed to shrink, the walls closing in. The vibrant posters advertising university events appeared blurred, their cheerful messages mocking her.

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