The text message arrived late at night: *Hey, saw your post about the concert. Sounded fun! - Mr. Thompson.* He stared at the screen, the blue light casting an eerie glow on his face. He felt like his stomach had suddenly dropped. He felt as if he was viewing the whole room from high above.

He felt like a stranger in his own room. He felt disconnected from everything, from the familiar comfort of his bed, from the posters on his wall, from the music playing softly on his headphones. He had to go outside. He needed air. He felt so, so…unsettled.

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