Original: This motive behind the removal of emotions is made more explicit in "The Age of Steel" where it is done by means of an emotional inhibitor.
Simplified: This motive behind the removal of emotions is made more clear in "The Age of Steel" where it is done by putting in things that stuff them from feeling emotions.