I would agree that Luck of the Fryrish is more emotional. Probably because Fry knows how much his family missed him after he left in LOTF, whereas he has no idea about Seymour waiting around for twelve years.
Also, if Bender's Big Score is canon, then he never actually left Seymour, since he...