A personality yes. Humour is subjective though. I like a dom that doesn't take everything so seriously. Someone that can have a conversation that isn't all about a drain. Someone confident but not (too) arrogant.
Yes! My Masters bond with me has got better because we have some humour. I value the times we can have a laugh whilst still knowing i respect, adore and worship Him.