- Measuring beauty in humans is a daunting task. But scientists have tried. Studies show that a typical, attractive female face possesses features like a shorter, narrower, lower jaw, fuller lips and larger eyes than an average face. These indicate higher oestrogen production. The 'masculine' face, in contrast, possesses more extreme testosterone markers like a long, broad, lower jaw, with more pronounced brow ridges and cheekbones. Interestingly, women's preferences are said to vary across the menstrual phase. A more masculine face is preferred during the nine days prior to ovulation.