The email notification chimed, a small, innocent sound that shattered the quiet of the afternoon. "Matthew Carter wants to connect." Sarah's breath caught. She leaned back in her chair, the sudden movement causing a dizzying sensation. She felt a strange buzzing in her ears. She hadn't known this person existed.

She clicked on the profile, her mouse cursor feeling heavy. Pictures of a smiling man with children. A wife. He looked…normal. Was this some kind of joke? A sick trick? Her hands began to sweat. She closed her eyes for a moment, trying to find her equilibrium. When she opened them, the screen was still there, the request still pending.

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