The world felt…off-kilter. The cheap, paper-thin pages of the pulp fiction novel offered no solace. He'd been looking for escape, a brief respite from the relentless pressure that had been building inside him. A small, crumpled piece of paper, dog-eared and yellowed, slid free. He stared at it, the words blurred. The letter was a simple plea for help, addressed to a name he didn't recognise, a place he didn't know. He rubbed his temples, a dull ache throbbing behind his eyes. The room, the world, everything seemed to be spinning slowly, a carousel he couldn't get off.

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