In the post editing window, it looks like this—
Poem: The empire was attacked
When displayed, it looks like this—
Poem:The empire was attacked
UPDATE: I've just realized that it's not just colons, and not just in post titles. In the posts themselves, and in my sidebar widgets, there are no spaces after commas. The spaces after full stops, however, display correctly.