This is so because Visual Studio Code uses SVG Icons and sometimes ... restart VS Code and activate the icons if prompted. If not, manually navigate to File > Preferences > Theme > File Icon ...
After that, force close PowerToys and relaunch it to help it load the plugin. Go to the Run tool settings and enable the SVGL ...