Is it possible not to feel emotion?

Yes it is possible. There are actually 3 measurable quotients for an human being, they are IQ(Intelligent Quotient), EQ(Emotional Quotient) and SQ(Spiritual Quotient). If your EQ is strong then you will not feel emotional.

Also EQ is really very important for an Human Being to be stable.