The config you're looking for is "spark.sql.warehouse.dir"

Here is the documentation

@Saeid Hedayati​ is correct that you can set the path when creating the feature store. It's an optional parameter listed here.

Once the table is created, you can't change the path because it's got all the files in it. You can potentially clone the table but migration would require moving all the files.