diff --git a/src/libtomahawk/TomahawkSettings.cpp b/src/libtomahawk/TomahawkSettings.cpp
index 81a0232a0..4c2a73287 100644
--- a/src/libtomahawk/TomahawkSettings.cpp
+++ b/src/libtomahawk/TomahawkSettings.cpp
@@ -605,6 +605,13 @@ TomahawkSettings::doUpgrade( int oldVersion, int newVersion )
             }
         }
     }
+    else if ( oldVersion == 13 )
+    {
+        //Delete old echonest_stylesandmoods.dat file
+        QFile dataFile( TomahawkUtils::appDataDir().absoluteFilePath( "echonest_stylesandmoods.dat" ) );
+        const bool removed = dataFile.remove();
+        tDebug() << "Tried to remove echonest_stylesandmoods.dat, succeeded?" << removed;
+    }
 }
 
 
diff --git a/src/libtomahawk/TomahawkSettings.h b/src/libtomahawk/TomahawkSettings.h
index 7373452f8..8a8048c38 100644
--- a/src/libtomahawk/TomahawkSettings.h
+++ b/src/libtomahawk/TomahawkSettings.h
@@ -28,7 +28,7 @@
 #include <QtNetwork/QNetworkProxy>
 #include <QStringList>
 
-#define TOMAHAWK_SETTINGS_VERSION 13
+#define TOMAHAWK_SETTINGS_VERSION 14
 
 /**
  * Convenience wrapper around QSettings for tomahawk-specific config