In 1991 , she opened I 'm Your Baby Tonight World Tour with " I Wan na Dance with Somebody ( Who Loves Me ) . " Three different performances of the song were taped and broadcast . The first is in Yokohama , Japan on March 15 and the second is in Norfolk , Virginia , the concert titled Welcome Home Heroes , televised live on HBO , March 31 and later released as the video of the same name . The third is in A Coruña , Spain on September 29 , broadcast on Spanish TV channel and later featured on the select setlist on '' This Is My Life '' , her first hourlong TV special , aired on ABC , May 6 , 1992
I 'm Your Baby Tonight World Tour
I'm Your Baby Tonight World Tour
I Wanna Dance with Somebody (Who Loves Me)