Will the battery discharge when in sleep mode?

No, the battery will not rapidly discharge while in sleep mode. If your Ember Mug and Ember Mug² is charged, not in use, and is not on the charging coaster, it would take an extremely long time (a few months) to die. The mug actively uses the battery anytime you see the white LED light on.