The rejection letter fluttered from her numb fingers, landing face down on the cluttered desk. Sunlight, previously a comforting presence, felt invasive now, a spotlight on her failure. She pushed away from the chair, the sudden movement causing her head to swim. Her apartment, usually a haven of neatly stacked books and organized chaos, seemed foreign, the walls closing in. She fumbled for her phone, intending to call her best friend, but the numbers blurred before her eyes, and she dropped it with a clatter.

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