The email notification chimed, a small, irritating sound. Sarah froze, staring at the sender: David. David, who had relentlessly mocked her weight as a teen. Her fingers, usually steady, felt clumsy as she reached for the mouse.

She opened the message, her pulse quickening. David was asking, genuinely asking, how she was. He was offering an apology, she realized with a gasp, a strained emotion welling in her chest.

She read the words again and again, each one a sharp stab. The words were a plea, a sign of something she could not quite grasp, and she found herself wanting to look away, to hide. She just wanted the aching to cease.

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