The class had just ended. She was packing her backpack when her phone vibrated. A follow request from Professor Ramirez on TikTok. Her hands began to tremble. Her mouth was dry. She looked around the classroom, as if trying to find an explanation in the empty desks and scattered textbooks.

The casual chatter of other students now grated on her nerves. She felt a sudden, desperate need to escape. She rushed out of the classroom, her backpack bumping against her legs, and ran down the hallway. She just wanted to be away from it, away from *him*, from the feeling of being watched.

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