The coffee tasted like ash. Clara pushed the mug away, the ceramic rim scratching against the desk. Across from her, David, the new intern, was meticulously taking notes, his pen gliding smoothly across the page. Her own pen felt heavy, useless.

Why was she here? She had been a part of this team for nearly a decade. She knew the ins and outs of this place, the hidden quirks, the unspoken rules. Suddenly, it was all scrambled, jumbled. Everything was wrong.

She struggled to maintain a semblance of composure, her smile a fixed, tight line. "Okay, so the first step is to…" Her voice trailed off. She couldn't remember. The words were there, somewhere, trapped behind a wall she couldn't break through. She looked at David, his eager face expectant. She felt a cold sweat prickling her skin.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. 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 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302