The salt spray stung Ben's face as he stared at the churning sea. He knew he'd been here, standing on this very beach, with Chloe. But the landscape felt off, somehow. The sand seemed too coarse, the waves too loud. Something was terribly wrong.

"You remember the lighthouse, right?" Chloe asked, her voice echoing in the wind. "We carved our initials into the door."

Ben ran a hand through his hair. "I... yes, of course." But the image he conjured was murky, indistinct, like a photograph exposed to too much light.

He walked toward the lighthouse ruins, the ground unsteady beneath his feet. He could swear the walls were higher than he recalled, and the door was painted blue, not the familiar red. He felt a deep, unsettling disconnect, as if the reality he knew was crumbling away.

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