The email sat in his inbox, a digital summons. His neighbor, Emily, wanted to talk about the towering pine that loomed over her side of the fence. He knew what she wanted. He'd seen her watching it, a shadow of discontent in her eyes, even though it was her fault for choosing to live next to it in the first place.

He scrolled through the pictures of the pine, imagining its removal. A vast emptiness, where the needles now whispered in the wind. He slammed the laptop closed. A dull throb began behind his eyes.

He went out to the back yard. He touched the thick, rough bark, its rough texture a sharp contrast to his own smooth skin. He kicked a fallen pinecone, sending it skittering across the lawn. The air felt suddenly heavy, thick with a sadness that he could not name.

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