The city noise seemed unusually loud as she walked towards the coffee shop. She was late, but the meeting was important. She had poured her heart and soul into this, her first novel. The anticipation was both exhilarating and terrifying.

She found the table, and her agent was already there, his face grim. Across from him sat another woman, a writer she didn't know. The agent gestured to a manuscript on the table. It was the same title, same premise, same characters, same plot twists. Identical to hers.

The room spun. She felt a wave of nausea. The air seemed thin, difficult to breathe. Her vision blurred. The other writer offered a forced smile. Her world was no longer in focus.

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