If you would like to remove all of the songs that you have liked on Spotify, you can do so by going to your "Liked Songs" playlist and removing each song individually. Alternatively, if you have a Spotify Premium account, you can delete your entire "Liked Songs" playlist by going to Your Library > Playlists > Liked Songs > Menu (three dots) > Delete Playlist.