How to Get Rid of Sore Thighs. Part of the series: LS - Yoga Techniques & Body Health. Your thighs might be burning and sore from running or other exercises. Get rid of sore thighs with help from a yoga professional in this free video clip. Read more: http://www.livestrong.com/video/1010141-rid-sore-thighs/