Having turned off the water my tank has drained ?

Having turned off teh water my loft tank has drained on its own. There is no evidence of water in the building and I cant hear any leaks beneath the floor. When the tank was refilled there is a small constant drip into it which suggests a correspondign leak somewhere. Any tips for finding the leak?