It's just an implementation of the "playing with losing and winning concepts" , Spoiler Alert: as you lose you will get new weapons but when you win the fun is over
The score multiplier gives you an incentive to actually die, aka lose more than one heart at a time making you vulnerable for the third one being lost, nice