Suggestions added! Can't believe I forgot to define e, yeesh.

Yes, e1 is supposed to disappear in the last equation. To see why would require doing a full proof of the formula, but it basically involves the fact that e1 is "in" e, since e = e₁ + e₂ + e₃ (another note I just added).