According to the wiki:
Go to System Settings > Input Devices > Keyboard , in the Hardware tab, in the NumLock on Plasma Startup section, choose the desired NumLock behavior.
Which is what I did, and it worked... But just for a couple days, then it went back to normal even if the option is still checked. Not a big issue, but it was handy for log-in.