Yes everything we have came from God including feelings and emotions.
We were created in the image and likeness of God and so we have the attributes of God.
God is love and so as a child of God we are supposed to have loved.
Feelings and emotions are God's design and it's natural to have feelings,be it feelings for someone,or pain.
The problem is that most people don't know how to control their feelings, you are not supposed to let your emotions or feelings control or dominates you, you are supposed to subject your feelings and put it under control and in good use.
Even God has feelings and that's why he could get angry or happy because anger is also an emotions.
The bottom line is that learn to have control over your feelings.