Safety is certainly a consideration when contemplating projects like this one but it is by no means the only one and often not even the most important one. Safetyism is what you get when you make it the most important consideration, it is not a recipe for a healthy society.
BTW, if you really want to electrocute yourself that puny little battery won't do the trick, for that you need a a bit more voltage. Never fear, that is easily achieved by taking a few of those plastic snow poles used to mark out roads in colder places and filling them with 18650 cells. A 2 metre pole is good for 30 cells which give you about 130 Volts of DC fully charged. Those cells are capable of pushing quite a bit of current so if you're really into dangerous games that'd be an example of one.