The solution is in the Update Announcement’s “Known issues and solutions” post:
KDE Plasma hangs on Shutdown, Restart and Logout
With KDE Plasma 6.1, the session saving feature can make Plasma hang.
A workaround is to disable it in System settings > Session > Desktop Session, by choosing “Start with an empty session”.