The air in the kitchen felt thick, stagnant. Chef Ricardo stared at the review, which was pinned to the wall with a butcher's knife. The critic had found his food "unimaginative". He felt a sudden, consuming sense of emptiness.

He ran a hand over his close-cropped hair, the physical sensation providing a moment of fleeting grounding. He looked at the faces of his staff, their expressions a mix of concern and wariness. He struggled to meet their gaze.

He took a step towards the stainless steel prep table, but his legs felt heavy, as if he were wading through mud. His usual energy, his zest for creating, seemed to have vanished. He stood there, frozen, the knives gleaming like judgmental eyes.

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