Yes, pets live forever. However, I have found that with the turtles, when they are sleeping (hiding in their shell), I mistake them for collectables. I have put a person on one many times by mistake, lol. I finally traded my turtles in for dogs/cats.
I just wish the people could interact with their pets more. It is sad to watch a cat or dog beg for attention and be totally ignored.