There is a pattern here.
subject + to be + adjective relating to personal reaction + infinitive (to+base verb)
Other examples of reaction adjectives: sorry, disappointed, delighted, devastated, happy, sad, overjoyed.
e.g. I was overjoyed to see the result of West Ham's first league game in their new stadium.