The aroma of freshly baked bread usually soothed Liam, but today, it did nothing to dispel the fog that had settled in his mind. He found himself staring at the sign above the bakery door. The font looked all wrong.

“You remember the argument, right?” Sarah asked, her voice quiet.

Liam closed his eyes. “The argument? We always got along fine, we did.”

Sarah's face fell. "We were practically screaming at each other, Liam. About the bakery, about the rent, about everything."

He opened his eyes and looked at her. He felt a sudden, inexplicable sense of dread, as if a trapdoor had opened beneath him. He looked at the bakery's shelves, at the neatly arranged loaves of bread. The memory she described was completely, bafflingly absent. His stomach churned. He reached for a loaf of bread, as if that would anchor him to reality.

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