He woke with a jolt, a cold sweat clinging to his skin. He sat up, heart racing. The world seemed to spin. He needed to get up, go outside, check something. He didn’t know what.

He pushed himself to his feet, a low hum of anxiety vibrating through him. The morning light seemed harsh, unforgiving. The empty space where his car should have been was a gaping maw.

He stepped out onto the porch, his eyes scanning the street. He felt like he was forgetting something important. His hand instinctively went to his chest. He felt as if something was pulling him in every direction.

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