Text formatting is really not shown on Excerpts. This is the default behavior for all WordPress themes. If your want to show formatting on the Posts Page (aka Blog Page) you’ll have to set the options to show Full Post instead of Excerpt. You can change that on:
Asteroid Options -> General
Display on Blog View = Full Post
Again, only Full Content can show formatting and not Excerpts.