She traced the delicate script, her finger hovering over the words. "Write a book." She had always been supportive, or so she told herself. But, she had never asked for a preview, never asked how it went, even though she always saw her writing. It seemed she'd always been too caught up in her own life.

She picked up a pen and paper, knowing she'd never be able to fill the void. The words felt heavy, and the space between them felt endless.

She knew she couldn't bring her back, but she could fulfill the last wish on the list. But the words felt wrong.

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