Number of Random Fractional Reals whose Total Exceeds 1

Theorem
Let real numbers be selected at random following a continuous uniform distribution from the interval $\closedint 0 1$ until their total sum is greater than $1$.

The expectation of the number of selections is Euler's number $e$.