The sunflowers sat, a splash of unnatural cheer, on the otherwise bare kitchen table. Their bright faces stared up at her. She blinked, the room tilting slightly. It wasn’t the angle of the flowers, she realized. It was her.

She reached for a glass of water, her hand trembling. The cool glass against her palm offered a fleeting moment of clarity. Where had they come from? Had she ordered them? The last thing she remembered was… nothing. An empty space filled the recent past.

She walked to the front door, peered through the peephole, then jiggled the handle. Locked. Safe. Except, nothing felt safe. Not even herself.

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