If you are running Asteroids AVX WU (most likely) then YES, there will be more heat! My Intel Xeon machines downclock 15% when running AVX to limit the heat buildup.
EDIT: you will see the same thing on PG and SRbase since they issue AVX 2.0 WU to the newer CPUs.