The cafe smelled strongly of burnt coffee. Sunlight sliced through the window, making dust motes dance in the air. Sarah blinked, finding the address on her phone again. *The Cozy Bean*, it had to be. She'd been chatting with "Nova" for months, pouring out her anxieties about life, work, everything, and now... this. She felt like she'd stepped into a parallel universe.

Her fingers were clammy as she pushed open the door. The bell above chimed a cheerful greeting, which felt aggressively upbeat. She scanned the room. A girl with vibrant blue hair sat by the window, engrossed in a book, and something about the way she held her cup, the angle of her head... it seemed familiar.

She walked towards her, each step an exercise in absurdity. "Nova?" The girl looked up, a slow smile spreading across her face. "Sarah? Wow." Sarah’s stomach lurched; this couldn't be happening. The world tilted slightly.

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