The cafe smelled of burnt coffee and regret. Amelia stared at the chipped mug, the steam curling up like a lost ghost. Across from her, Liam was saying something about a weekend getaway. Somewhere coastal. He’d already booked the hotel. Her heart did a strange flip, like a trapped bird. She remembered last weekend, the same hotel, the same coast… but with David. He’d promised her that trip. Her vision swam for a moment, the world tilting slightly. “That’s… that’s lovely,” she managed, her voice a strained whisper. She felt a cold sweat prickling her skin. The sunlight streaming through the window seemed suddenly too bright.

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