The elevator doors opened onto a scene of organized chaos. Gone were the hushed tones of the research lab; here, a frenzy of activity, music, and laughter. He took a tentative step, his shoulders hunched slightly. He felt a profound sense of dislocation, like he’d been dropped on an alien planet.

He kept reaching for his lab coat, a habit ingrained over years of precise work. But the white, pristine garment was now tucked away in his locker. He caught a glimpse of his reflection in a window – his face pale, his eyes wide.

He bumped into a desk, its surface cluttered with colorful gadgets he couldn't identify. Someone offered him a sticky note with a smiley face drawn on it. He mumbled a thank you, his voice barely audible. He felt the weight of confusion in every cell of his being.

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