Doing exactly what Smokey Dawson commented,
"projects": {
"angular-app": {
"root": "",
"sourceRoot": "src",
"projectType": "application",
"prefix": "app",
"schematics": {
"@schematics/angular:component": {
"styleext": "scss"
}
},
"architect": {...}
}
}
The above is the result.
So in your app, under the key schematics,
add a key @schematics/angular:component
with the key styleext set to scss.
This should be applied to your angular.json file in the root directory of your project.