Maybe you're simply napping at the wrong time? REM periods are best when you nap 5-6 hours after waking up in the morning; saying this, you might be becoming lucid right at the end of the dream(s). You could try a mild REM rebound by waking up a bit earlier than you usually do, then go to bed 5-6 hours after the time you normally wake up.