He cleared his throat, trying to project an air of calm that he certainly didn’t feel. He remembered the things he had said. The things he had done. He felt an intense need to apologize, but knew he couldn't.

He had spent years trying to erase the memory of his childhood cruelty. Now, it was etched on the face of the woman across from him. He had made a mess.

The conversation began, slow and halting. He asked polite questions, his voice tight. Each response felt like a condemnation.

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