The drive home, usually a familiar ritual, was now an exercise in disorientation. Michael gripped the steering wheel, knuckles white, his route appearing unfamiliar and long. The news was still fresh: His medical history was mixed up with another patient's, a stranger's.

The houses, the trees, the street signs – everything seemed to shift and waver in his vision. He kept glancing at the speedometer, unsure of how fast he was going, fearful of losing control. His breath came in shallow gasps.

He pulled over to the side of the road, the car vibrating with his own internal tremor. He closed his eyes, trying to ground himself, to find a point of reference in the swirling chaos, but the world kept 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