The envelope, sealed with a faded sticker of a smiling sun, felt oddly heavy in her hand. Emily sat at the kitchen table, the early morning light casting long shadows across the room. It had been twenty years since she had left home, twenty years since she had written the letter. It was to her sister, the sister who had always been her rival.

She remembered the fury, the sense of betrayal. She thought of her sister, still living in the house they grew up in. She opened the letter, the paper brittle and fragile. The words leaped off the page, each one a sharp reminder of the past. Her jaw tightened as she read, the muscles in her neck aching. She refolded the letter and put it away. She was not ready.

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