The cold kitchen tiles felt unforgiving beneath David’s bare feet. He stared at the handwritten note clutched in his hand, his father’s last words. His sister, Sarah, was already bustling about, unpacking boxes, organizing the contents of the inherited bakery. It was bustling. The aroma of cinnamon and sugar would soon fill the air, a scent that always reminded David of happy childhood memories. He felt his face heat up, a burning sensation behind his eyes. He crumpled the note, a small, desperate act. His inheritance: a single, tarnished silver spoon. He hadn’t noticed its presence there until now. He looked at the spoon, the weight of the moment pressing down 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