With the new Special Effects gradients added, the one we want – Russell’s Rainbow – is the last one at the bottom. If you have Photoshop’s Tool Tips enabled in the Preferences (they’re enabled by default), you’ll see the name “Russell’s Rainbow” appear when you hover your mouse over the gradient’s thumbnail. Click on the thumbnail to select the gradient, then click OK to exit out of the Gradient Editor: