Yes you can definitely do this easily, but the answer depends on which Read More buttons you’re referring to. Here is the basic way to do it – http://my.studiopress.com/snippets/post-excerpts/ But if you’re referring to the Read More button on the Portfolio page for example, then I’d need to know so I can tell you what you’ll need to do. But in general the link above explains how to do it.