"I don't understand," she whispered to herself. The boxes in the spare bedroom overflowed with the remnants of her childhood. School projects, spelling tests, art assignments – all carefully preserved. She felt a profound sense of dislocation. It was like staring into a funhouse mirror, each reflection distorted and alien.

She ran a hand through her hair, a knot forming in her stomach. She opened a box labeled "High School English." Essays on Shakespeare, poetry analyses, and even the occasional love letter. She felt a rush of heat to her face. Nothing seemed familiar. The colors of the room seemed to bleed into one another.

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