You have an air leak in one of the lines. Follow the lines from the air tank to the side thats sagging. Check for a hisssing sound. When it sits it loses pressure, once started the air compressor build up enough to raise it back up. It will most-likely cause premature failure on the compressor since it will run more the normal to make up for the leak.

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