If we apply the absolute value of smallest $\lambda$ value to the equation $\beta + |\lambda| I$ we would get a positive semi definite matrix since $\lambda + |\lambda_1| = 0$, however we want it to be greater than zero
Therefore the number we are looking for is $|\lambda_0| + 1$