The coffee cup trembled in Leo’s hand. He hadn’t realized how much he’d been gripping it until a wave of hot liquid sloshed over the rim, scalding his fingers. Across the diner booth, Maya was saying something about packing, about a new job, about sunshine and beaches. He blinked, the words blurring like the neon sign outside. Everything felt… wrong. The way the vinyl stuck to his thighs, the persistent hum of the refrigerator, even the scent of stale pancakes. He took a shaky breath, the air feeling thick and heavy.

“So… California?” he managed, his voice sounding distant and hollow. Maya's face, usually so animated, was flushed with excitement, and she beamed at him. The brightness felt like a physical assault. He tried to smile back, but his lips felt stiff, as if they belonged to someone else.

Leo excused himself to go to the bathroom. Looking at his reflection in the mirror, he saw a stranger. His face was pale and his eyes were wide, and he felt as though the world was spinning.

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