Start with
Arms, it's very effective at the early levels and you can easily quest and tank those lower-level instances with it (be sure to use a shield to tank).
At level 40 you can consider dual-spec'ing or changing to pure Prot or Fury, but until then I'd say just keep it simple.
Other than than be sure to read the
FAQ and let us know if you have any other questions.