I can't really call The Last of Us a survival horror game. It gives you way too much ammo for that. on my first playthrough I was conservative with my ammo, but on my second was wondering how much I could get away with and it became crazy easy when I could obliterate everything with molotovs and needle bombs.
The only survival horror games I've played are the first three Resident Evils. I want to play a Resident Evil someday, but I currently don't have any money and my laptop can barely run this DS emulator.