A cold dread coiled in his stomach, tightening with each passing second. He stared at the empty space where his pickup truck usually sat. It was gone. He ran his hand through his hair, a useless gesture. He felt a deep disorientation, a disconnect from the space around him.

He staggered backward, bumping into the porch railing. The world seemed to wobble. He pulled out his phone, his fingers clumsy on the screen. He scrolled through his contacts, a futile search for something, anything to latch onto.

He felt a pull, a magnetic disturbance. He remembered parking it there. He remembered. Didn’t he? His mind snagged on the memory like a fishhook. He took a shaky step towards the road, and another, his gaze darting up and down the street.

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