He stared at the blank expanse of wall in the basement, the damp air clinging to him like a second skin. He didn’t know why, but he felt an urge, a compulsion to examine it. His sense of direction was scrambled, like a compass spinning wildly.

The new house felt like it was shifting around him, the angles of the walls constantly changing. He was tired of this new reality and the way his brain couldn’t seem to settle.

He ran his hand along the wall, finding a slight imperfection, a seam he hadn’t noticed before. He pressed, and the wall gave way, revealing a small, forgotten room, the air thick with the scent of mildew and something else—something that tasted like secrets.

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