Can you spurn faith?
We have indications that we can.
There have been many people who have apparently embraced the faith sincerely and wholly and then fallen away at some point in their lives. There have been many people who have spurned the faith of Jesus for Eastern mysticism or pagan rites.
If we spurn God, then we spurn His Grace, and lose our faith. The evidence is there.