There will always be dark memories associated with that place - and nightmares. But Aang came from a later visit to Ba Sing Se, one which helped to mix that memory with one of peace and hope and making out.

Aang nods along with Bumi. "Mister Spiritual, huh? That's sounds great! Lead the way... o Bumi one!"