β€œIt’s here, Dad," his daughter said, holding out a single sheet of paper. Daniel, the patriarch, was not sure what to expect as he took the offered letter. It was from his younger brother, John. They had not spoken in over forty years.

The letter spoke of a missed childhood, the hurt of a vanished relationship, and the pain of a family divided. Daniel felt a pressure behind his eyes, a tightness in his chest. The words, carefully crafted, echoed with a sense of loss that mirrored his own.

He slowly folded the letter, his fingers tracing the creases. He went to the window, looking out over the familiar landscape. He felt a profound sense of sadness. Maybe it wasn't too late.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288