@article{happyyoungwomengrumpyoldmenemotiondriven,
  title = {Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation},
  author = {Mengting Wei and Aditya Gulati and Guoying Zhao and Nuria Oliver},
  year = {2026},
  eprint = {2602.00032},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.00032},
}