The restaurant was empty. Chef Mei had been expecting a full house on a Saturday night. Instead, the echoing silence of "Spice Route" seemed to amplify the critic's scathing assessment of her cooking. “Unbalanced… lacking nuance… a culinary train wreck.” Mei leaned against the cold brick wall of the kitchen, feeling a chill despite the warmth from the ovens. Her hands, usually covered in flour and spice, hung limp at her sides. She hadn't bothered to take her apron off, stained with sauces and the effort of a week spent in constant motion. She closed her eyes, trying to block out the images – the critic’s disdainful expression, the empty tables, the disappointment etched on her staff's faces.

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