It is an expansion of the Taylor River, located just below its true source.
Located a short distance downstream is Snoqualmie Lake.
Deer and Bear Lake are both about the same size.
[1] The river drops over a small waterfall just before flowing into the lake.
Shortly below the outlet is a long cascade that likely extends much of the way to Snoqualmie Lake.