"Impossible," Emily whispered, her voice barely audible. She traced a finger across the embossed title: *The Emily Carter Story.* The book's very existence felt like a violation. Her breath hitched. The words seemed to jump off the page, mocking her.

She had always been a private person, carefully guarding her secrets. Now, they were spread across hundreds of pages, available for anyone to scrutinize. Her pulse hammered against her ribs, a frantic rhythm against the backdrop of the quiet library where she sat.

The weight of the book felt crushing in her lap. She glanced around, acutely aware of the other patrons, the potential readers. She needed to escape, to be alone. She swiftly gathered her things, her movements jerky and hurried. She felt a profound need to be invisible.

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