Chef Antoine crumpled the newspaper, the sound like a tiny explosion in the otherwise silent kitchen. He hadn’t slept in two days, pouring over the new menu, perfecting every sauce. He’d thought the critic's arrival had gone well. He’d even felt a flicker of pride as the man ate his way through the tasting menu. Now, the words, sharp as shards of glass, were strewn across the page: "Amateurish…lacking finesse…an insult to the ingredients." He threw the paper into the bin, the action sudden and violent, a stark contrast to the meticulous care he usually took with his craft. The morning light seemed to dim, casting long shadows across the stainless steel. His hands, usually steady, now trembled as he poured himself a glass of water.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244