Just because he looks a bit harsh doesn't mean he'll be harsh. I talked to a friend about this last night and what I said was "He'll be great! Imagine the Ninth Doctor mixed with Dumbledore..." and then I thought, yeah that sounds interesting.
Since he IS older, I imagine that he will give orders to Clara or really treat her like a junior. She won't like that. And this is something I want to see.