It was evening, or maybe it was still afternoon. He wasn't sure. He'd been sitting in the same chair all day, staring at the front door. The house felt alien, unfamiliar. He picked up a small, hand-painted box from the coffee table. Inside, a scrolled parchment. "Learn to speak Italian." His father's neat script, so precise, so… mocking?

A cold wave washed over him. He felt as if he were suspended in mid-air, the ground falling away beneath him. He was out of control. The world swam before his eyes, and he struggled to grasp at anything solid. He could hear his heart drumming in his ears.

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