The exact quote is:
"“But, er — ” Hagrid looked flustered. “There’s — there’s a few things yeh need ter know, an’ I should not have said that.”
The scene takes place in chapter 5, "Diagon Alley." It happens just after Hagrid tells Harry about the Sorcerer's Stone and how Voldemort wants to steal it.
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