Custom styles will remain unchanged after the keyboard is switched off and will remain so until you replace them either individually or the whole bank.
If it's any help I leave my favourite custom styles permanently - then any other styles I want I use the composer memory banks.
If you save each bank of Custom Styles with a different name then you can always load them when required.