In the beta release of RStudio 1.1, this wasn't a "problem". The viewer pane matched the theme.
I don't see this as an issue though and that's why I put the word problem in quotations. I use blogdown a lot so I want the viewer pane to show me the true output of my .Rmd document. I don't want it to match my editor theme.