He woke with a start, heart hammering against his ribs. The tremor in the floorboards was a physical thing, a vibration that ran through him. Liam sat up, his head swimming. He ran a hand through his hair, dislodging a clump of sleep. The air felt thick, heavy, as though the oxygen had been replaced with something denser.

"What time is it?" he mumbled to the empty room. The answer remained elusive. He staggered to the window, the world outside a blur. Across the yard, the incessant whine of a saw sliced through the morning quiet. He blinked, trying to make sense of the chaos. The neighbor's house was a mess.

His usual morning routine fell apart. He couldn't remember where he put his keys. The milk had gone bad. He couldn't find his favorite shirt. His apartment seemed to shift around him, the familiar layout now alien. It was like being lost in his own home.

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