He's down in the dumps because nobody wants to buy his art and his wife died, while she's got a case of the gloomies in response to public apathy for the plight of the underclass. Their grown-up troubles form an odd angle with the purportedly innocent feel-goodery, and ultimately betray the film's cross purposes.
Source: wiktionary