The email sat in Amelia’s inbox, a stark white square against the dark background. She’d read it a dozen times, each pass bringing a fresh wave of nausea. The subject line, “Academic Integrity Violation,” loomed. Her hands trembled as she reached for her water bottle, the plastic cold against her clammy palms. She squeezed her eyes shut, trying to force the image of the professor’s accusatory email from her mind. It was a mistake, an honest oversight. Wasn't it?

She pulled the covers over her head, the dim light of her room filtering through the fabric. The accusation – plagiarism on her final essay – echoed in the silence. Her heart hammered against her ribs, a frantic drumbeat against the stillness. The thought of failing the course, of the disciplinary actions, spun in her mind, a dizzying carousel of worry.

She needed to breathe, to think. She swung her legs over the side of the bed, the sudden shift making her head swim. The air felt thick, heavy, as though the walls were closing in. Her gaze darted around the room, landing on the unfinished research paper strewn across her desk. The very sight of it made her feel sick again.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234