(click photo to enlarge)
Figure 1: Hamburger Fold - short sides together. Hot Dog Fold - long sides together.
Figure 2: When you've done all your folds, your opened paper should look like this.
Figure 3: Refold in the Hamburger Fold. With the folded edge on your right, cut through the center fold as shown in red.