We'd see bits of time where the dwarf was in front of the twin and burning much much brighter, the accretion disk on the dwarf would be larger than the dwarf and giving off high energy photons as it consumes the incoming matter. We haven't seen any spikes in the light level, only dips. It's possible it's behind the other star still but I don't think we've seen anything else to indicate that.