The silence in the car was deafening. Every mile on the highway seemed to stretch out endlessly, blurring together. She kept glancing at the passenger seat, at her husband, as if she didn't recognize him. He fiddled with the radio. She’d found the phone, tucked away in the glove compartment. The unanswered calls, the blocked number, all pointing to something she didn't understand. She clutched the steering wheel so hard her knuckles were white. The highway felt narrow, the cars rushing past her like a confused dream.

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