“Fantasy Island” uses flying to an imaginary island as a metaphor for running from your problems. Mercer sings of lost youth, and of a reluctance to burden his loved ones with his problems in case he bores them to death.
Musically, this is a synth-driven, layered track with a slight psychedelic tinge that reflects the fantastical theme.