Our family dog does this with my mom when he senses that she will be leaving for a trip! So for owners if you are leaving to go somewhere it could be your dog senses this and is sad to see you leave. If you're a sitter it could be because the dog is lonely and unsure about what's going on, and so wants to stay close to you.