I would like to have my screen fully powered at all times, but it goes to standby once I lock my PC.
Open your System Settings. We need to make changes to Power and Brightness & Lock settings.
Change the value of Suspend when inactive for to Don't suspend.
Brightness & Lock Settings
Change the value of Turn screen off when inactive for to Never.
This should help to achieve your desired result.