Maybe for the one that’s stuck you could use a heat gun or hair dryer to warm it up a bit? Might loosen things up a bit.
One thing you can do to prevent them from drying out is to fill them with deionized water. I wouldn’t leave them that way forever, but it keeps everything hydrated.
Those are some beautiful pens. Thanks for sharing.