He slumped onto the park bench, the notification on his phone a fresh wound. The essay, his deeply personal reflection on his grandmother’s passing, was now public fodder. The gentle breeze offered no solace, instead making him shiver as he reread the words. He should have known better, he chided himself.

He noticed a group of students laughing nearby, their voices carrying in the air. He shrunk further into himself, hoping to become invisible. He suddenly felt a need to be alone, to be away from the world and its harsh judgment.

He pulled his worn hoodie tighter. He watched the leaves fall. The trees felt more dignified than he.

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