Rain lashed against the windows of the art gallery, mirroring the tempest brewing inside Elara. She’d spent weeks agonizing over the opening of her new show, a culmination of years of work. Then, there he was, standing before one of her canvases, a man with familiar eyes and a stranger’s blank expression. “I love this,” he’d said, nodding at a painting of a childhood treehouse. “It reminds me of… well, nothing, really.” A tremor ran through her, leaving her suddenly cold, though the gallery was overheated. The room seemed to tilt, the vibrant colors of her paintings bleeding together in a dizzying swirl.

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