The difference between the sample evidence (sample statistic) with the null hypothesis (which is assumed to be true)

Is smaller the larger the difference between the sample evidence and the null hyupothesis.

The difference between the sample evidence (sample statistic) with the alternative hypothesis (which is assumed to be true)

Takes a value of zero or near to zero when the null hypothesis is wong