OK, seems that it is my bad and it is actually in. The client just does not list it. Normally it would say "X experience, Y group bonus" when you kill something.
I killed a level 1 wolf with my level 1 char, getting 50 exp. The same wolf with 3 people in the group gave us all 19 exp, which would be a total of 57 exp.