Also. I noticed when I used the retroarch configuration command (sudo ./retroarch-joyconfig -j 1 >> /opt/retropie/configs/all/retroarch.cfg) when it tells me to configure the B and Y buttons, it phrases it as such..
Press B (Down) button
Press Y (left) button
