Try to immediately get involved in the dream. Find something close to you that you can touch or interact with. Worrying about waking up is enough to lead the dream in that direction. Instead of doing something to keep yourself from waking up, do something positive to encourage the dream to continue.

If this is one of your first lucid dreams, don't sweat it. It might take a few times to get used to the feeling.