He stared at the ceiling, the darkness pressing in. He couldn't seem to sleep, the images of what had happened playing on repeat in his mind. He’d failed them. He’d let them down.

A postcard slipped from the book, a faded image of a sun-drenched beach. He hadn’t been on a beach in years. An abrupt message was written upon it, a plea for reconciliation. It was a reminder of what could have been.

He felt a deep and abiding sense of self-reproach. He curled into a ball, trying to shut out the world. The weight of his actions settled upon him.

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