"Oh, for heaven’s sake," Mrs. Petrova muttered, her fingers flying over the cluttered surface of her desk. This wasn't her day. The fluorescent lights hummed overhead, a constant buzz that amplified her mounting disquiet. A package had arrived, postmarked from a town she barely remembered. A name she remembered well: Daniel.

She'd thought she'd put all that behind her. He'd been a troubled student. She'd tried to help. She'd failed. Now, the weight of the past seemed to settle heavily on her shoulders. Her vision blurred for a moment.

The box contained a book. A worn copy of "Crime and Punishment", marked up with a familiar blue pen. A single, brittle page was folded open. A small drawing lay upon the page of a skull, with her initials next to it. Beneath it, a line was scrawled, “You were right.”

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