Set your dies up by making contact with the shell holder, as you have said, then lift your handle so they aren't in contact, and turn your die another 1/8-1/4 turn more. When you do this, as you work the handle to bring your shell holder back up to the die, you will find it has to "overcam" just a bit, and kinda locks there.
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