The Sunday roast, always a family tradition, felt like a funeral feast. Her father, a gruff but loving man, had announced his conversion to Judaism, explaining his newfound connection to his heritage. Margaret stared at her plate, the gravy congealing. The aroma of roasted meat, usually so inviting, now seemed to mock her.

She picked at her vegetables, the crunch of the carrots grating on her ears. Her father’s face, usually animated during dinner, held a quiet intensity that she had never witnessed before. The joy that he radiated was something she could not find within herself.

A lump formed in her throat, making it difficult to swallow. She pushed her food away, suddenly unable to stomach even the smallest bite.

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