Chi-girl, there are almost 20 trains from Madrid to Sevilla on a regular sunday. I would advise you to check in
www.renfe.es the schedule that fits you better, and buy your ticket in advance. There are also plenty of buses, you can find the schedule in Estación Sur's website (sorry, don't know which is it, but you can look for it in google).
Have a nice trip