He was cleaning out his deceased mother's home when he found it. A letter, tucked away in a dusty drawer. It was from his older sister, who had passed away years before. They had had a bitter argument that had resulted in a complete falling out. He had carried the weight of it every day since.

His hands shook as he read the words, the familiar handwriting a ghost of the past. The letter was a confession of her shortcomings, an acknowledgement of the harm she'd caused. He felt the world fall out from under him. He was not sure he would ever stop feeling the pain.

He sank into a chair, the letter clutched in his hand. The words were a final goodbye, a plea for forgiveness he could no longer offer. He was left with nothing but a void. The house was empty and silent, and he was alone with his grief.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288