Artuhr is in love with Guinevere. But they can't be together because the relationship between a prince and a servant wouldn't be allowed by the king. their love has no chance, Gwen knows that she can't be with him until he becomes king.
The scene in this week's episode reminded me of this. It's not the whole program, only the important parts (and by "important" I mean "the parts Bradley's in")