It sure did! I was messing with the sprite pixels in the Tile Editor directly instead of the Sprite Editor. The trick is to leave the Tile Editor window close as a reference (I want to see how an expanded sprite looks with some hi-res overlays) but paint the pixels directly in the sprite editor.
Thanks!