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The mean of the distribution of the null hypothesis is mew-sub-zero (the same as the population mean). What is the mean of the distribution of the alternative hypothesis?
What is unknown! If your sample statistic is far enough into the tail of the distribution of the null hypothesis, then we can assume it's coming from a different distribution (the distribution of the alternative hypothesis). But we don't know the parameters of the alternative distribution.