Answer:
The rejection of his proposal chagrined him deeply.
Much to my chagrin, it rained on my wedding day.
Much to my chagrin, I forgot to bring my water bottle to cheerleading practice and had to use my friend's.
You may also use it like this...
I felt chagrin as I walked up to the teacher and asked her if she had a dollar.