He walked into the workshop, expecting the familiar scent of sawdust and linseed oil to hit him. Instead, it was silent. The workbench, normally cluttered with tools and half-finished carvings, was bare, meticulously cleaned. His stomach twisted. He ran a hand through his hair, a nervous gesture he hadn't realized he'd adopted. He felt a need to sit, and he sat down heavily on a stool, the wood groaning slightly. A tightness in his throat made it difficult to swallow. Everything seemed… off-kilter.

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