He found the antique compass lying on his desk. Its needle was spinning wildly, unable to settle on a direction. He pressed his palms to his temples, trying to force his thoughts to cohere. The world around him seemed to tilt and sway.

He stumbled to the window, peering out at the familiar landscape. The trees looked strangely alien, their branches contorted. The wind felt like a physical force, pushing against him. He felt as if he had lost his anchor, drifting in an endless sea, with no land in sight.

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