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I have read that when the electron is not under the influence of a nucleus, i.e. at $n = \infty$ , its energy is zero which makes sense and as comes or presents (sorry I don't know the correct word) in a energy level it loses energy and the energy is negative.
As it loses even more energy it goes...
