The letter arrived alongside a bouquet of white lilies, a symbol, she knew, of grief. It was from her sister, whom she had disowned years ago after the scandal. The note inside, short and succinct, admitted the damage she had caused. Isabella’s hands shook as she held the letter, her fingers feeling numb.

The words were a stark reminder of the pain she'd endured, the gossip, the whispers, the isolation. But as she read on, a different feeling emerged, a sense of shared pain, of a past they both regretted. A deep, cold ache washed over her.

She sat on the sofa, the flowers a stark contrast to the empty silence of the room. Isabella’s eyes were fixed on the letter, and she began to slowly understand something she had known all along, only now it was real.

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