"You sure this is the right place, Dad?" Leo asked, his voice wavering slightly. He stared at the overgrown lot where a house had once stood. The only remnants were some cracked concrete steps and a lonely chimney. His father just sighed, and pointed at the empty space.

The familiar landmarks he had once known, the neighbor's towering pine tree, the quirky birdhouse on the corner, were gone. A feeling of hollowness settled in his chest. Everything looked different, somehow. Even the light seemed wrong.

He felt a vague unease, like he was standing on the edge of something, but he wasn’t sure what. It had been years since he had been back. He wanted to say something, anything, but the words seemed to have deserted him. His father just shook his head and gestured him toward the car.

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