The headline read: "Chef Jean's Folly." Jean sank into a chair, the words blurring before his eyes. The critic had dissected every dish, finding fault with each one. He felt a throbbing ache behind his eyes. He had put everything into “La Belle Vie” – his savings, his time, his very soul. He felt the familiar weight of his chef’s jacket, usually a symbol of pride, now felt heavy, suffocating. He wanted to scream. He looked out the window at the bustling street, a world that seemed to move on indifferently, oblivious to his devastation.

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