The courtroom was cold, sterile, the air thick with tension. Liam was a musician, and a lawsuit had been filed, alleging his music was the result of stolen intellectual property. Liam found himself in a strange state. He just needed to be calm. The court room was quiet, until the playback of a song began. His song.

He watched the legal proceedings, his mind numb. From the speaker system, a recording of his own composition filled the room, performed by a band he'd never heard of. He did not know how he had arrived at this place. He felt as though he was seeing his reflection distorted in a funhouse mirror.

His lawyer, a woman with a stern face, began to speak, but Liam couldn't focus. The melody was warped, the lyrics altered. He felt as though he was being torn apart.

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