Mine does this sometimes. I've found if i push down on the lid and pressure valve it will seal and stop doing this. If yours never starts counting down after trying this, there is probably something wrong with the seal.
Call Customer Service to see what they can do for you. Don't give up! I love mine. It has truly changed the way I cook! And, DH is very happy to have great food and money savings from not eating out!