Never used one, but a cursory Google search shows images of what appears to be a c clip holding the pin inside the die. Could be that yours is missing?
EDIT: I'm seeing pictures of them with c clips holding the pin at the top, cotter pins holding them, and a carbide one that threads in and then has a lock nut so you can set the depth of the decapping pin.