The bustling marketplace was a cacophony of sounds and smells. He pushed through the crowd, feeling a strange disconnect from the activity swirling around him. He'd been drawn here, but he couldn't remember why. He bumped into someone, and his hand flew to his pocket. A wallet.

He examined it, the familiar weight providing little comfort. The faces and voices around him seemed to amplify his unease. He felt as if he was floating, untethered, drifting through a sea of faces. The vibrant colors of the market, once so appealing, now seemed to assault his senses. He gripped the wallet, lost in a sea of confusion.

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