Just in case this is any help to any other amateurs like me

, it turned out that the heatsink on the integrated graphics chip on the mobo felt a bit wobbly, so I took it off, applied some thermal grease and reseated it and it seems to have done the trick so far.
I wasn't sure if the mobo was faulty or if the PSU wasn't sufficient but hopefully we're all set now.