The review sat on the pristine white counter, a stark black smudge against the polished surface. Chef Antoine traced a finger along the words, his breath catching in his throat. He'd poured his heart into that soufflé, the one the critic had savaged. The once vibrant kitchen, usually a symphony of clanging pans and shouted orders, felt unnaturally quiet.

He picked up a nearby knife, hefting its familiar weight. The stainless steel reflected his own face, drawn and pale. He absentmindedly began to chop a shallot, the rhythmic thud against the cutting board failing to soothe the turmoil inside.

His assistant, Maria, entered, a tray of freshly baked bread in her hands. "Chef, ready for the dinner rush?" Antoine simply shook his head, unable to speak. His stomach twisted, a painful knot forming in his abdomen.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242