The review, a venomous serpent of typed words, swam before Leo's eyes. It was pinned to the stainless steel of his prep station. He reached for it, his hand trembling so hard he missed and knocked over a jar of pickled onions. The pungent smell hit him like a physical blow. He stared at the mess, his breath catching. He usually hated wasting food, but he just stood there, watching the onions spill onto the floor.

He vaguely remembered the critic, a woman with a severe bun and a detached gaze. He’d tried to be charming, described the hours spent sourcing the perfect heirloom tomatoes. Now, the tomatoes were probably bruised, rotting in the back. He felt his stomach twist, a hollow ache that spread outwards.

He leaned against the cold steel, the familiar texture suddenly unfamiliar. He thought he should call his wife, but the phone seemed impossibly far away. Instead, he found himself pulling a clean apron from the stack, carefully smoothing out the creases, a meaningless act of ritual.

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