Looks like you're completely out of refrigerant, yes you should have a standing pressure even with the compressor stopped. You have a major leak somewhere that needs to be found! There's a pressure switch in the system that prevents the compressor from enabling when the refrigerant pressure is low, it saves the compressor from destruction. Sounds like it's doing its job.