I took the standard deduction ($25,100) last year for Federal taxes, and received a refund from my State, do I claim that state refund on Federal taxes this year?

No.   You only enter the state refund if you itemized;  you used standard deduction.

if you used Turbotax last year it should automatically treat it as nontaxable.