The correct adverb to fill in the blank is: "happily"
Explanation: In the sentence "She arrived at the party happily," the word "happily" modifies the verb "arrived," indicating the manner in which she arrived at the party. Therefore, "happily" functions as an adverb of manner, specifying how she arrived.