Becky is correct but more commonly, we just read the charset declaration on your blog homepage. It's possible that this only works if the declaration is in a meta tag, not in HTTP headers.
Just add this to your <head>:
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />