The world felt muted, as if someone had turned down the volume. A strange quiet had settled over everything. Claire sat on the sofa, clutching the open book to her chest. It was a novel, a very familiar one. She recognized the characters, their mannerisms, their secrets. They were reflections of her and Mark, though refracted through a distorted lens. She blinked, and a tear escaped, tracing a path down her cheek. She felt like she was trapped in a funhouse mirror, every reflection stretched and misshapen.

Her hand trembled as she reached to set the book down.

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