My boss was
Yelling at me every day for no
Reason. He even told me I looked
Cute with both my ears pierced.
Then one day he said quit or get
Fired. I couldn't take it any more
So I called in the next day an they
Fired me. I told the guy at the
Hearing all of this. Will I get
Unemployment?

You perhaps needed to only say you called in sick ( assumed that what you were doing) and they fired you. The boss yelling ( sorry but get used to it, many bosses yells, and name calls and more all the time)

As we often say here, it depend somewhat on what state you are in. But if, as you say, you didn't do anything to merit getting fired, and if your former boss fails to allege or persuade the hearing officer that you did anything wrong, you will probably get unemployment benefits.