Well obviously Edward wouldn't want her to find out because she might have freaked out অথবা something silly like that. But Bella is perceptive so she realises he's something other than human so therefore starts researching what he can do like; super speed, strength, he's ice cold & he never eats. Eventually he has to tell her what he is because she's already found out so much through researching him.
