Yes. You go to your bank and tell them that's what you want to do.
If you take all the funds, Emerald (IIRC) charges you $35 fee, and your bank may also charge you a fee.
You can also go to Walmart and "buy a package of gum" and get $100 cash back without any fees.
Fortunately, my application was denied before I even got home.