means that you need to locate the two 2.5% regions at the tails.
Hence, you need the z-score corresponding to 0.975 instead.
Also, as you have the "population" SD
where is the population mean.
The above calculation is taken for sample mean greater than population mean.
The graph is symmetrical however.