He woke up with a start, the pounding a physical thing that resonated in his chest. A strange, unfamiliar dread coiled in his stomach. The room seemed… wrong. The light felt off. He sat up, pushing the covers away.

He didn't know how long he'd been asleep. He couldn't remember what day it was. He got out of bed, his feet shuffling across the floor. He went to the window and stared at the chaos unfolding next door. A construction crew. A mess of materials. A disruption of the established peace.

He tried to think. He tried to remember. What was he supposed to be doing? He couldn't grasp the thread of his day. The world around him felt oddly disconnected, as if viewed through a distorted lens. He felt suddenly and profoundly lost.

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