The bustling cafe was a cacophony of sounds, but the noise faded away as Liam stared at the drawing his niece, Olivia, had made. A tiny, winged creature with mismatched ears, the very same companion he'd confided in during his turbulent adolescence.

He had messed things up with his brother. He had let jealousy and bitterness poison their relationship.

Liam reached for his coffee, but his hand shook so badly he spilled it across the table. He was a mess. He would phone his brother. He had to. He would fix things.

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