His tie felt too tight, constricting around his neck. Liam tugged at it, a nervous habit he hadn't realized he had. He glanced at the new hire, Sarah, who sat opposite him, already tapping away on her keyboard with an unsettling ease. A pang of...something, not quite sadness, not quite anger, but a blend of both, twisted in his gut.

He was supposed to be the master. The expert. Now, he was the…instructor. It was a word that felt foreign on his tongue. He had built his whole career on the foundation of this job. Now, that foundation was being…unbuilt? The office felt colder than usual, the air conditioning blasting straight at his face.

"So," he began, his voice sounding thin. "Let's start with the client database…" He fumbled for the relevant file, his fingers feeling clumsy and unfamiliar with the familiar keyboard. His mind felt hazy, like cotton candy. He couldn't quite grasp the basics. He had done this a thousand times. He *knew* the process.

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