In this case all of the per diem would be untaxable. It would only be taxable if you ended your first day back in Chicago.
Pilots who itemize deductions can deduct reasonable expenses beyond what is covered by the untaxable per diem. You can either keep a log of expenses, or, as I do, use the IRS' standard per-day amount. This deduction basically makes any taxable per diem you earned untaxable.
I ain't no accountant. I just remember this from last year. Turbo Tax figured it all out for me.