The sunlight sliced through the dusty windows of the spare bedroom, illuminating motes of dust dancing in the air. Sarah had begun this task with detached curiosity, but now, hunched over a stack of construction paper cutouts, the weight of her mother’s silent devotion began to settle upon her. A pang echoed in her chest.

She’d left the house in a rage a week ago, accusing her mother of meddling. She hadn't expected to find this. Each carefully preserved project, each grade, each scribbled note from a teacher, whispered a story of a bond she had carelessly fractured.

She clenched her fists, her knuckles white. She should have been kinder, she knew. She should have understood.

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