"Are you calling me fat?"

Because clearly, he couldn't mean she's taking up too much of the seat -- that would be unthinkable. She turns to face him as well - inadvertently giving up part of the precious seat territory in her attempt to continue the argument.

"Really, I thought people bound for this program would have a bit more manners."