The car keys felt heavy in his trembling hand. He’d just left the cafe, the scent of espresso clinging to his clothes, and the conversation with Chloe still echoed in his ears. Her casual confession – the part about “not actually running a hedge fund,” but working at a library – had knocked the wind out of him. He wasn't sure how to feel. He unlocked the car, the metal door's click a harsh sound in the sudden quiet. The sun was suddenly blinding. He felt like he'd been given a huge dose of something and it had completely unmoored him.

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