Reader settings do persist in your browser, but this relies on Local Storage being available. Some browsers in private browsing mode (most notably, Safari) disable Local Storage, which in turn means that the reader can't persist its settings either.
If you are using Safari in private mode, I would recommend either not using private mode or using another browser that doesn't break Local Storage in private browsing mode to read content on Fakku.