He stared at the faded yearbook photo. Mrs. Evans, with her severe bun and piercing gaze. He remembered the humiliation of being singled out, of not understanding the material, of feeling utterly and completely stupid in her class. Now, Mrs. Evans was going to be his daughter, Maya's, teacher.

He sat at the kitchen table, the newspaper unread in front of him. He’d always prided himself on being a good father, on being able to protect his children. He failed.

He felt helpless. He’d tried to give Maya every advantage, every opportunity. Yet, he'd been unable to prevent this, the looming shadow of the woman who'd once diminished his self-esteem. He felt responsible, even though there was nothing he could have done. He just felt it was a complete failure.

He picked up a pen and began to mindlessly scribble on the margins of the newspaper, lost in his thoughts.

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