You need mass that's at a lower temperature. Vacuum is an insulator.

Ever used a Thermos vacuum bottle?[1]

[1] http://en.wikipedia.org/wiki/Vacuum_flask

Sadly, what you need is heat differential. Icy vacuum is next to useless here. Hence the large radiators...