He’d always been a creature of habit. Every morning, the same routine: coffee, news, then off to work. Today, though, the newspaper lay discarded, the coffee cold and untouched. The silence in the apartment was deafening, broken only by the chirping of the bird outside their window.

A new sound, a foreign tongue, floated from the back room. He was supposed to be in a meeting. She crept closer, peering through the doorway, and saw him. He was hunched over a laptop, headphones clamped to his ears, mouthing words she didn't know. Her head swam, as though the blood had rushed to her feet. The comfortable rhythm of their lives had been disrupted.

She cleared her throat. He jumped, the screen flashing, and immediately removed his headphones. His cheeks flushed a shade too bright. He spoke quickly, in English, the words spilling out in a rush, but the words felt like they belonged to someone else.

Her hand drifted to her chest, as if she could physically hold the feeling that was spreading through her. She just stood there, unable to move, while the air in the room felt too thick to breathe.

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