The critic’s words echoed in Chef Marco's head. "Overly ambitious…lacking finesse…pretentious." He felt a sudden, profound sense of separation from the familiar routines of the kitchen. He stopped what he was doing, mid-chop, his knife hovering over a perfectly ripe tomato.

He blinked, the harsh fluorescent lights of the kitchen suddenly glaring. He could hear the sizzle of the pan, the chatter of the line cooks, but it all seemed to be coming from a distance. He set the knife down, the clink of metal against the counter strangely loud. His fingers felt numb.

He found himself wandering through the restaurant, the empty dining room silent and expectant. He ran a hand across the smooth, polished surface of a table, a stranger in his own domain. He felt a desperate urge to run, to escape the suffocating weight of disappointment.

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