The phone vibrated, jolting Michael out of his afternoon slump. A friend request. From Kevin. The boy who had spread malicious rumors about him in junior high. Michael felt his cheeks burn with a sudden, intense heat.

He picked up the phone, the screen illuminating his face. He felt exposed, vulnerable. The thought of Kevin, of facing him again, brought a familiar weight to his chest.

He swiped up to the request and stared at the photo. Kevin looked older, weary, a shadow of the swaggering bully he once was. The sadness in his expression mirrored the feeling within Michael's chest, leaving him wanting to just let it all go.

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