The basement was cold, musty, filled with the scent of damp earth and forgotten things. Daniel, clutching the letter, felt a disconnect from his surroundings, as if his feet had lost all sense of connection to the ground. He looked around.

The letter was penned in his early twenties, a furious tirade directed at his college roommate. The words, so sharp, so full of youthful arrogance, now felt alien, almost as though they belonged to someone else. His heart rate had begun to quicken.

He shuffled through the boxes and the cobwebs in a daze. The world seemed to swim before his eyes, everything was skewed and out of alignment. He felt a deep, unsettling hollowness. He was not sure how he had arrived where he was.

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