The chipped mug warmed Mrs. Gable's hands, but the heat didn’t thaw the ice around her heart. Another Tuesday, another empty classroom after the bell. She’d graded papers until her eyes blurred, the red pen a mocking reminder of every mistake. Every failure, both hers and theirs.

She glanced at the forgotten, half-eaten apple on her desk. A gift from a well-meaning student from years ago, a child with pigtails who’d now be a grown woman. A lump formed in her throat. Mrs. Gable hadn’t been a very good teacher, had she?

The bell above the classroom door chimed. A timid knock followed. A young woman stood in the doorway, a small, wrapped package clutched in her hands.

“Mrs. Gable?” the woman asked softly. "It's me, Lily."

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