Guy said I'm too good for him? Help please?

Anonymous
So, there's this guy at uni who I really like. He is very smart, quiet and funny. He doesn't have many friends, he's always reading a book when I see him. He's sort of shy, so I made an effort to talk to him and we seem to have a lot in common including the same sense of humour. He's more outgoing when you get to know him.
Anyway, on Thursday I asked him out on a date, he was looking down when I asked him, and he said:
Him: "I don't think that's a good idea."
Me: "What are you too good for me? [jokingly]"
He then looked me directly in the eyes
Him: "The opposite. You don't want to be with me. You're happy, optimistic and exuberant. I am... not. Trust me, you don't wan't to be with me.
Then he put money on the table to pay for our coffee's and said "I'll talk to you tomorrow."

I mean, what do I do? How do I get him to go out with me?
Advice is much appreciated
Ask again - insist
Flirt with him more
Just leave it alone
Other
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+1 y
Oh, I forgot to mention that on two occasions he has said that I am beautiful, if that matters.
Guy said I'm too good for him? Help please?
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