Eliza, a shy freshman, was in the library when she saw the campus-wide email. It was as if her entire world had been turned upside down. She clutched the worn copy of *Pride and Prejudice* she was reading, her knuckles white.

The room, usually comforting and quiet, felt oppressive, suffocating. She felt a sudden urge to run, to escape the suffocating silence. She shoved the book back onto the shelf with a forceful movement, knocking over another volume. The sound echoed unnaturally loud in the empty space.

She quickly left the library, not bothering to retrieve her backpack or her coat.

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