The worn leather-bound journal was propped open on his kitchen table, pages filled with a handwriting he didn't recognise. It wasn't his. He felt an inexplicable dizziness, as if the floor beneath him was shifting. He picked up the journal, the weight of it settling in his hands.

He began reading, his eyes scanning the unfamiliar words, feeling a sense of creeping unease. He couldn't place the details, the people, the places described. He felt himself losing his footing, like he'd stepped into a dream he couldn't control. The kitchen clock seemed to taunt him, its rhythmic ticking a metronome to his mounting panic.

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