It's in chapter 2
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Richard only says goodbye to the other children at the orphange because his mother demands he do so. He's so excited to be getting out that he doesn't want to delay for even a moment.
Black Boy/ Chapter 2
This is amply because he likes them. The kids are really the only ones that Richard says goodbye to.