Alternator question

Hey guys.
I have a fresh 340 in my 73 duster and earlier while it was running I pulled the positive battery cable off and it immediately shut off. Does this mean my alternator is bad? I thought it should run without a battery after its cranked?? Also no lights or radio was on either