The photograph of the house, taken from the street, felt like a punch to the gut. She had to sit down immediately, her legs suddenly weak. The world tilted.

Her gaze darted around her own sterile apartment, the stark white walls closing in. She felt as though she had been cast adrift on a vast, unfamiliar ocean, with no land in sight. Her throat constricted.

She reached for her water bottle, her hands trembling as she took a sip. Everything seemed to have lost its focus, its purpose, its meaning. The past, the present, all blurred together. She felt utterly lost.

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