I take back my first post. I think it is prudent, but not necessary. I do it as part of our water storage program, including sanitizing the containers before filling them.

If the water ends up stored for longer than you intended, in less than optimal containers and conditions, 8 drops of bleach per gallon of water seems like easy and cheap insurance against dysentery to me.