The gallery's white walls swam before Elias. He stumbled, catching himself on a velvet rope. His stomach lurched. The paintings, his paintings, hung everywhere. But… he hadn't agreed to this.

A woman with a champagne flute gestured wildly at one of his pieces, describing its "profound emotional resonance." Elias just stared, a cold sweat prickling his skin. He felt a disconnect, as if watching a play he hadn't rehearsed for.

His breath hitched. The air was thick with perfume and the murmuring of strangers. He wanted to scream, to rip the canvas down, but his limbs felt heavy, unresponsive. He was a phantom in his own life.

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