The bandโ€™s upbeat music grated on her nerves. Every happy couple, dancing and laughing, was another knife twist. She had to remind herself to breathe, to appear as though everything was fine.

She caught his eye. He looked away, which added fuel to the fire. Her carefully constructed facade threatened to crumble. Her breath caught in her throat.

She retreated to the restroom, the cool tiles a small comfort. She splashed cold water on her face, trying to wash away the feeling of utter defeat. Looking at her reflection, she barely recognized the woman staring back.

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
๐Ÿ˜ž0.382
๐Ÿ˜”0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288