The old farmhouse felt colder than it should have. Emily sat at the kitchen table, the faded bucket list spread before her: β€œRide a horse across the prairie. Learn to play the fiddle. Open a bed and breakfast.” She ran a hand over the rough paper, her throat constricting. Her mother had always dreamed of a life filled with simple joys.

She felt the sting of a profound absence. She had been consumed by her own problems, her own anxieties, and had often dismissed her mother's quiet dreams. She hadn't visited as often as she should have, and she regretted every missed opportunity.

She looked around at the silent farmhouse, at the worn furniture and the empty chairs. It was too late to fulfill her mother's dreams, but she could at least honor them. She felt the sudden urge to take up the fiddle she'd found in the attic.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288