The harsh fluorescent light of the kitchen seemed to intensify the stark black and white of the eviction notice. He ran his hand over his face, as if to wipe away the words. They wouldn't come off.

He felt as though he had been hit by a truck. The apartment was suddenly unfamiliar, like he had just stepped into a stranger’s home. Everything looked slightly out of focus.

He needed to sit down, but the couch seemed to be miles away. He made his way to it, but he had no idea why. He just knew that he needed to do it.

He felt a deep sense of wrongness. The world had shifted, leaving him adrift. The walls of his apartment seemed to be closing in, suffocating him.

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