I just solved my own mystery.
The building in question was the Ebell Club when it was located on Figueroa.
usc digital archive
The first Ebell Club was located on Broadway (this photo is from 1905). For some reason I love this rather odd looking building.
usc digital archive
I don't remember seeing either of these photos in the USC archive before.