Lyrically, "Stock Exchange" deals with the life of a high end Wall Street businesslady. The lyrics support this, including how the men "touch her bum in the lift of the Empire State [building]". And also the lyrics, "Is it real this pink punk costume I wear?
All the time to seduce Japanese 'hommes d'affaire' [English:businessmen]." She also has suicidal ideations as she sings that she is "dreaming of a hot bath, cutting my veins."
Mark Beaumont of NME said that Miss Kittin "monotones like a German robot Cheeky Girl over some nifty "Vice City" disco, prompting a moral debate on whether its possible to sexually assualt [sic] a lift tannoy system."[4]