I keep them in the drawer with the various lengths of wire. That way I know where they always are.
In fairness, I'm glad to have them, chance are less likely that I'll have to replace the S Pen. On the positive side, you'll probably never need the replacements. But that all depends on how you use your S Pen. The metal bit pulls the old one out and just slip a new one in.