To rephrase that, download your gtk3 theme of choice. It should download in a tar.gz archive format.
Extract the archive and place the theme folder in the ".themes" folder in your home folder. the "." means it's a hidden folder, so in nautilus file browser press Ctrl+H to see hidden folders.
for new gtk3 themes.