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The delete file storage method within Laravel does work with Digital Ocean spaces. We use it on our projects. The only thing I can think of is you are not including the full path of the file, including the extension to delete it.
Try deleting the file without the variable and see if that works. If so, it leads me to believe something is wrong with your $filename variable.
Storage::disk('do')->delete('folder/file.txt');