Stresses in Solid element

Hi there, 

I am looking for some guidance on the interpretation of stresses when tunnel lining is modelled as a solid element.  Plaxis manual suggests that the largest compression is Sigma 1 whereas the largest tension is Sigma 3.  If I am looking to find out maximum tension and compression stress on the tunnel lining should I take the tension Principal Stress Sigma 3 and compression as Principal Stress Sigma 1?  Please advise. 

thanks