Eliza sat in the library, surrounded by the comforting scent of old books, but it offered her no solace. The accusation of plagiarism, a jagged shard of ice in her chest, left her unable to concentrate. Every word swam before her eyes.

She pushed her glasses up her nose, a nervous habit. Her fingers drummed a frantic rhythm on the table. The silence of the library, usually a source of calm, now felt oppressive, amplifying her internal turmoil. She glanced at the clock, each tick a hammer blow against her nerves.

She closed her eyes, trying to conjure a sense of peace, but all she saw was the professor’s disappointed face, the condemnation in her voice. She felt a wave of nausea, a dizzying rush of panic. She needed to get out, to escape the suffocating atmosphere.

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