Dang, that is the first thing that went tits up on my first Sammy. Yes, time to replace your fuel pump. Check into installing a low pressure electric fuel pump instead of the stock pump. I believe they cost less and you will be one step ahead when and if you decide to swap to a 1.6l.
I think my electric pump cost 25/30$.