The ring sat there, glinting in the dim light. It was unmistakable. It was her grandmother's engagement ring. A wave of nausea washed over her. She knew she should have made more effort. The shop was filled with forgotten things, a testament to lives lived and lost.

She felt the heat rising in her cheeks. The shopkeeper, a man with eyes like ice, watched her. She wanted to disappear, to turn back time. The weight of her shortcomings pressed down on her.

She looked at the ring, the sparkling diamonds mocking her. She felt like a failure. She had to have that ring.

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