The world seemed to spin slowly. He blinked, trying to clear his vision. The familiar street felt foreign, as if he were seeing it for the first time. His heart was thudding, his breath coming in shallow gasps. Across the lawn, Mrs. Chen was gesturing towards the towering pine, her expression set, her voice thin in the warm air. She wants me to what? The words didn't register at first, then the meaning slowly filtered through the fog in his brain. He stared at the tree, its needles shimmering in the breeze, and the world seemed to hold its breath. He was afraid to move, afraid to speak, afraid to do anything that might shatter the fragile peace.

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