The weight of the letter felt like a stone in his hand. He looked at his cluttered apartment. Every item was familiar, every stain on the carpet, every scratch on the wall, a reminder of countless moments, of a life lived. Now, each object felt threatening. Each memory felt like a burden.

He walked to the window and looked out. The city below seemed distant, irrelevant. He opened the window, the cold air rushing in. He took a deep breath, and it felt like the first breath he had taken in years. He wasn’t sure what he should do. He didn't know what to do next. He felt like a ship cast adrift, 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