How do you get him to appreciate you more?

Unfortunately you cannot force him do do or feel something he may not and you should be able to be yourself. Treat others as you want to be treated and if he is not recipricating you could always speak with him and literally let him know what you would like as most times guys don't read between the lines or pick up on messages they need to be shown, told or guided.