First, it is a matter of you getting approved based on credit.
Next, you'd get their reward points as they say but check their rules. Usually, once rewards are credited, you have it regardless of you cancelling your credit card account in the future.
However, your credit score may be affected unless you dont care. Southwest's credit card company might be happy with your $59 and let you go.