"The worst meal I've eaten in years," the review screamed. Chef Ricardo slammed the door of his office. He hadn't bothered to wipe the sweat from his brow. His staff were already back in the kitchen, but he didn't want to face them. He paced the small room, his agitation growing with each circuit. He grabbed a bottle of water, then threw it against the wall, the plastic cracking against the plaster. His vision swam. He’d sacrificed everything for his restaurant, “Casa Ricardo.” The long hours, the constant pressure, the financial strain – all for this, a public humiliation he couldn't have imagined.

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