Source : Webster's Revised Unabridged Dictionary (1913)

Forlornly \For*lorn"ly\, adv.
   In a forlorn manner. --Pollok.

Source : WordNet®

forlornly
     adv : in a forlorn manner; "a single chicken was scratching
           forlornly in the yard"