Google Drive Cannot Start streaming location is not empty error

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I have this really strange error stopping Google Drive from starting. The error message claims that the streaming cache folder for Google Drive is not empty but it should not be empty seeing as how this is the streaming cache folder I've been using for months now to backup certain folders. This just happened after a restart, very confusing logic. Does anyone know how to resolve this without changing directories?

https://imgur.com/Rq93dzo

I have a number of cloud only files that I am not able to access because GDrive is not making use of that directory.