Thanks for the responses. The posts I read on moving domains didn't prepare me for a permanent drop in domain authority. I had picked up that it was possible to transfer this over, so a bit disappointed if that's not the case! Ouch.
It's only been two weeks so I'll hang in there a little longer but also take the advice about trying to build new inbound links.