Inside there should a spring & a cone of either metal or plastic the spring pushes the cone up which forces the bearings out to engage in the socket, you could try penetrating oil in case it's a bit rusty or dirty inside.
I don't suppose there's a grub screw or circlip to disassemble it when you look in the hole in the bottom or do the two halfs unscrew ?