We DO embrace an afterlife for the soul. Torah and especially mystical Judaism describes this at length and in detail.
Ahh thanks for clarifying! I must have been confused - about 6 months back, I was having a casual (almost joking) discussion about the afterlife, heaven, etc. with my 2 Jewish friends and they both told me that they just "cease to exist". Odd.