Her stomach churned. The articles, the comparisons, the undeniable proof. The author she'd admired, the writer whose words had provided solace and escape, was revealed to be a fraud. Amelia felt a cold dread spread through her.

She picked up a pen and began to scribble furiously on a piece of paper, a jumble of words, half-formed sentences, nothing making sense. Her mind raced, the thoughts a chaotic jumble. She tore at the paper, crumpling it into a tight ball.

She kicked at a chair, the wooden leg scraping against the floor. Then, she sank to the floor, her back against the wall, and just stared blankly at the ceiling.

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