There was definitely a bit of guilt mixed in there, too.
Bob felt guilty about leaving his wife and children but he had no choice. 
mnli hypothesis: Bob felt guilty about leaving his wife and children but he had no choice.  premise: There was definitely a bit of guilt mixed in there, too.