The attic felt like the inside of a forgotten memory, a place where time didn't exist. She ran her hand along the dusty surface of a trunk, her fingers tracing the intricate carvings. She wanted to know what was inside. But the lock was rusted shut.

She knelt down and tried to force it open. It wouldn't budge. She wasn't sure what she was looking for, but she felt a frantic urgency to find it. Her breath hitched in her throat. Her head pounded. She felt as though she was being pulled in multiple directions at once.

The attic seemed to close in around her, the air growing thick and heavy. She closed her eyes for a moment, trying to catch her breath. When she opened them again, the room had shifted, rearranged itself. She felt a surge of panic, a desperate need to escape. Where was the door?

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