The drive home was a blur of flashing lights and indistinct road signs. He gripped the steering wheel, his knuckles white. The radio, normally a source of comfort, played a discordant melody. He turned it off, finding the silence even more unsettling.

He replayed the day’s events in his mind, each memory distorted, out of order. He couldn't quite grasp the full picture, the pieces of the puzzle refused to fit. He kept seeing his colleague’s face, the flash of a smile.

He pulled into his driveway, the familiar sight of his house offering no reassurance. He sat in the car, the engine idling, the world turning without him. He was tired. So, so tired.

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