He walked into the art studio, and the scent of turpentine hit him like a physical blow. He wasn’t prepared for the vibrant colors, the chaotic arrangements of canvases, the palpable energy of creativity. The transition from the finance department felt jarring, a collision of worlds.

He found himself wandering, feeling like a trespasser. He'd forgotten his usual morning ritual, his comfortable routine. He was used to straight lines and predictable outcomes. Here, everything was curved, blurred, open-ended.

He reached out and touched a wet canvas, his fingers leaving a smudge. He quickly pulled his hand back, as if burned. He felt a rising tide of unease, a powerful urge to retreat back to the familiar, the safe.

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