Supports with higher stiffness will give higher eigenvalues.
Look your spectrum. See the highest acceleration beginn with frequency and end frequency.
Higher earthquake acceleration normaly at about 3 until 8 Hz.
Example :
You have a very low stiffness pipe about 2 Hz and make the supports stiffer,then this eigenvalue will be > 2 Hz and can fall in resonanz
( higher acceleration in spectrum ).
But if your eigenvalue 7 Hz and you make your supports stiffer, then your eigenvalue will > 7 Hz and can go out resonanz with lower dynamic results.