He opened the embossed invitation with a paper knife, the metal glinting in the dim light of his study. *Reunion. Class of '99.* The words blurred slightly. He took a step back, the familiar room suddenly seeming to shrink. The bookshelves, usually a comfort, now loomed, their spines a dizzying array of colors and titles. He felt a pressure building in his chest.

He ran a hand through his hair, tugging at the strands. He could barely remember his senior year, only flashes of parties, laughter, the endless pressure of college applications. A cold sweat prickled his skin. He needed air. He walked to the window, the city lights below a vast, incomprehensible tapestry.

His reflection stared back, a stranger with familiar features. This person was supposed to go to a reunion? He didn't think he could do this.

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