Rain lashed against the windows, mirroring the tempest brewing inside Ms. Davies. The annual awards ceremony loomed, and she’d been dreading it. She’d let down so many children over the years. Failed to see their potential, to nurture their dreams.

She was reviewing some old files. The names swam before her eyes. Names of children lost to the system or lost to themselves. Her stomach churned with a familiar unease.

A delivery man arrived at her door with a bouquet of lilies and a note. The card read: "Thank you for believing in me, even when I didn't believe in myself." The flowers came from a former student.

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