The afternoon sun cast long shadows across the living room as Liam sorted through the boxes. The sheer volume of material was astonishing, all carefully cataloged and preserved. Each page held a story, each drawing a memory. His gaze fell upon a science project, complete with a tiny, wonky volcano, from his childhood. A deep ache settled within his heart.

He’d avoided his mother all week, hurt by a perceived slight. Now, with this overwhelming evidence of her unending care, he felt the sting of his own pettiness.

He closed the lid on the box, the gesture a physical representation of the remorse that gnawed at him. He knew what he had to do.

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
πŸ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288