I wouldn't say it's a tantrum. Not all the time anyway. Some people don't want to lose their momentum waiting for a Fatality to finish. Even if they lost, it could have been a super close match and they want to get right into the next one.
However, if it's the deciding match and someone does a Fatality, they should have to let it rock. No unplugging controllers or anything that causes an interruption.