The doctor's words echoed in his ears, a chilling diagnosis that had stolen his joy. The sun streamed through the window, mocking his internal darkness. He sat on the park bench, watching children play, their laughter a painful contrast to his own despair. He'd ruined everything.

A young woman sat down beside him, her face pale, and her eyes downcast. She dropped a half-eaten ice cream cone on the ground.

"It always seems to be like this, doesn't it?" she muttered, kicking at the grass.

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