He's read about self-deprecating jokes. They're used to insert a bit of humour into a conversation at the speaker's own expense. It looked good to him, especially since his disastrous attempt at humour at another's expense, and Simon just gave him a good line.

"Are you sure you heard right?" he says in his joke voice. The one that somehow manages to skewer any chance of a laugh with its careful tone.