Surprise Creek downstream from Surprise Lake in the Snoqualmie National Forest Cory Bagley 15 years ago A small waterfall on Surprise Creek, far downstream from Surprise Lake in the Snoqualmie National Forest. July 25th, 2010. A small waterfall on Surprise Creek, far downstream from Surprise Lake in the Snoqualmie National Forest. July 25th, 2010.