The author quickly throws away the idea that it's a food signal on the basis of imperfection, but this doesn't make sense given it's likely still a useful and largely costless signal. Wanting to be around plants with energy available for flowering probably correlates with being around food sources. I'd be surprised if it didn't.
We of course do also find fruits emotionally appealing, both in literal visual beauty (a bowl of fruit being a common painting trope), and, more strongly, they taste pretty good too.