Ksp must remain constant so if concentration decreases, then the activity coefficient must increase. Since the activity coefficient increases, then wouldn't activity also increase? Unless you're taking into account the decreased concentration, but in that case it would depend on whether the activity coefficient or concentration has a larger effect.