If P(0<z<a)=0.3907, find a.

Can anyone help me solve this? I have one of those charts.

Im looking in my book over and over, but it simply does not explain how to solve a problem like this anywhere.

I have no idea what the first step is, and I would like a simple explanation on how to find the answer, which is 1.23(z score)