So this is my s12+ home screen.
I dont remember doing anything specific, but my task bar on the home screen is always present.
It might be from an earlier customisation that I did with the 'Goodlock' suite and specifically the 'home up' plug in.
Have you checked this software ? Installable from galaxy store.