Yes. This is actually extremely common. It is called phantom pain. At least 2/3 of patients admit to phantom pain. Normal pain medications will not help. Some nerve medications may decrease symptoms. Also, touching the bottom of your stump will help to tell the nerves that the leg is no longer there. This typically improves over time.