The review was pinned to the wall in "The Cozy Kitchen," the red ink of the headline a screaming accusation. "Uninspired… predictable… a waste of potential." Chef Tom stared at it. He felt his face flush with heat. His hands were clenched into fists. He had poured every ounce of himself into his restaurant. The familiar smells of roasting garlic and simmering stock, which usually comforted him, now made him feel sick. He wanted to rip the paper down, to tear it into tiny pieces. He took a long, steadying breath. "Order up," he mumbled, the words sounding hollow in his own ears.

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