Wiktionary
melancholically
adv. In a melancholic manner.
Usage examples of "melancholically".
Pen'kov was trudging behind her, and, judging by all signs, was sighing, melancholically and protractedly.
Whereupon he smiles melancholically with his blinding white teeth and marries the Heroine.