After a ten-year hiatus, "No Hats Beyond This Point" was released in November 2003, returning the band to their early new wave style. In interviews around the time of the release, the band had mentioned a tour to support the release and a box set dedicated to the band's early years, which was to include the "Folk of the 80's" and "Freeways" EPs, the band's first two albums, a concert that was televised in 1985, unreleased demos and remixes of "The Safety Dance". None of this came to fruition, though, and the band split up once again in early 2004. This was the end of Stefan's involvement with Men Without Hats.