If you got off at the St. Kilda stop, you should see a wall with a big clown like face. That clown wall is Luna Park, the amusement park.
Admission is FREE just to go in, but you have to pay to ride the rides.
Here is their website for more park information: Luna Park
Backpacker Bum 