How do I remove 2018 State Refund from 2019 State Return AGI?

Got a state refund from last year. We itemized so this is taxable to the federal and hence, changed our AGI.

However, this also flows back to the state. How then can I adjust this? I read in the Illinois IRS that this should be adjusted.