The metallic tang of blood filled the air. Leo stared at the crimson stain spreading across his freshly-laid concrete path. The dog, a boisterous Labrador, yelped softly, its leg twisted at an unnatural angle. Leo had been mowing, and somehow, the dog had gotten through the fence.

Leo’s legs felt like jelly. He took a few hesitant steps towards the injured animal, his face drained of color. The dog, whimpering now, looked at him with wide, pleading eyes.

He gently, almost reverently, reached out to the dog. He couldn't speak, the words caught in his throat. He just hoped the animal was okay.

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