A cold sweat slicked down Leo’s back as he stared at the digital page. The font seemed to swim before his eyes, blurring the words he knew so intimately. He ran a hand through his hair, tugging at the strands as if trying to rip the image from his memory. He felt like he was floating, untethered.

He stumbled backwards, knocking over the chair he'd been sitting in. The scrape of wood on the hardwood floor echoed in the sudden silence of his apartment. His heart hammered against his ribs. He felt disconnected from his own body, as though he were watching himself from a great distance.

He felt the need to get outside. He needed air. He needed… something. Grabbing his coat, he threw open the door and fled, slamming it shut behind him without a second thought. The world outside seemed to spin a little faster.

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