The vibrant city lights of New York blurred through the taxi window. Isabella, normally invigorated by the city’s energy, felt a growing unease. She kept replaying the interview with Jasper Blackwood, her favorite crime novelist. His charming smile, his insightful questions about her own unpublished manuscript.

Now, reading his new book, *Shadowed Alleys*, a sense of profound shock and betrayal washed over her. The plot twists, the character arcs, the specific turns of phrase…it was all eerily familiar. Her stomach churned. The city’s noise seemed distant, and she sank back in the seat.

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