Hello!
I agree, you should check out a library. You may think you want something simple, but if you find an all-around quilting book (what I'd call a comprehensive book), you will be glad you spent the money, because it will contain many shortcuts, pointers, probably even the reasoning behind why certain things were done one way, and are now done another way. A good book would also cover (at least the basics) of both hand and machine techniques.
If you have any quilting friends, look through some of their books before buying.
If you have any sort of fabric store nearby, chances are you can browse books before you buy. My local JoAnn's has the books located with the sewing patterns, so there are tables and chairs right there to make it even more convenient.
Also, check the news stands, even in your local grocery. At least some quilting magazines include the basics in every issue.
If you are crafty, and don't normally have trouble with printed instructions, I imagine you wouldn't have any trouble with many types of blocks. Box in a Box is fun, Log cabin is pretty easy too. You could have a lot of fun with Flying geese, especially if you think outside the box with your colors. There's an eight pointed star (is that what it's called?) that is very common, I would think you could even handle that, given good instructions!
Good luck! We'll be waiting to hear if you get the addiction we all seem to have!