Or maybe he was kissed by someone with the virus in her saliva (whether or not the person had a visible sore). Babies can also get the herpes virus during a vaginal birth if their mother has genital herpes. You can't transmit the virus to your baby by breastfeeding, though, even if you have an active cold sore.read more >>