Moonsong, Wind Fortress, and Running Hell (the Wii remix in particular, don't judge me) are among some of my favourites, but White holds a special place in my heart.
Bad ending with the Machine Gun, Booster v0.8, leaving Curly behind.
When I learned that you could save Booster and Curly (and the Polar Star for a neat upgrade), I started over immediately.