Steam has been doing some maintenance lately, so it might just be bad timing. If this persists, I would recommend pressing Install and Cancel a few times.
This happened to me while I was trying to install Source Film Maker (which to my disappointment, didn't work because my GPU didn't support Shader M- you get the idea) and after pressing cancel a few times, it got working.
Hope this works for you :I