“I understand,” I told my father, my voice flat. He had just declared he was becoming a Wiccan. He looked at me, searching for understanding, and I could feel my cheeks growing hot.

We were at my grandmother’s funeral. The irony was almost too much to bear. She had been a pillar of the Baptist church. Now, my father, in front of her grave, was sharing his new spiritual identity.

I excused myself from the cemetery, needing air. The bright sun seemed to bore into my skin. I stood near a tree, its leaves rustling in the breeze, feeling completely alone. I let out a low, shaky breath.

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