The drive home felt surreal. The familiar streets, once a source of comfort, now felt like a maze, each turn leading him further into an unknown, disquieting territory. Alex had told him about the move to North Carolina over the phone, and his mind was still trying to catch up. He kept replaying the conversation in his head.

He kept missing his exits, driving in the wrong direction. The radio felt grating, so he switched it off. Silence amplified the pounding in his chest. He gripped the steering wheel so tightly that his knuckles ached.

When he finally pulled into his driveway, he sat in the car for several minutes, staring blankly at his house. The setting sun cast long, distorted shadows across his lawn, making the familiar surroundings appear menacing.

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