I Like It Rough by Lady Gaga explores themes of love, desire, and emotional complexity. The song delves into the singer's preference for relationships that are intense and sometimes difficult, highlighting how she finds excitement in the emotional ups and downs. The key theme revolves around the idea that love and passion are not always smooth, and sometimes the 'rough' aspects make the experience more alluring. Particularly poignant moments in the song include the chorus where she repeatedly acknowledges her liking for the rough edges in love, which symbolizes her acceptance of love's imperfect nature.