The band struck up a lively tune, but he barely registered it. He was watching his parents, holding hands, lost in conversation. He was struck by the lines around their eyes, the subtle signs of time and effort.

He felt a pang, a sharp ache in his chest. He should have been there more. He knew he should have. He wished he could go back and change things.

He clutched the crumpled notes in his pocket. He closed his eyes for a moment, steeling himself. He wanted to say something meaningful, something that would erase the years of distance. But the words just wouldn't come.

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