1x11 - Heaven Official's Blessing

Pei Xiu turns out to be the culprit. As Ban Yue's childhood friend he's the one responsible for convincing her to betray her kingdom and the massacre that followed. Xie Lian figures San Lang is actually Hua Cheng.