A sense of unreality washed over Sarah as she listened to the professor explain the similarities between her paper and the source material. It was as if she were watching a movie about someone else, not herself. The words were meaningless noise.

She felt detached from the situation, observing her own reactions as if from a great distance. Her hands trembled, making the papers she held rustle. She felt a pressing need to leave the room, to escape the suffocating atmosphere.

Outside, the late autumn leaves swirled in the wind, but she was trapped. Her thoughts tumbled and twisted, leaving her feeling utterly lost.

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