Preview isn't really meant for seeing multiple pictures in a folder.
That's what Quick Look is for. Just select one picture in that folder, and hit the space bar.
Otherwise, if you *really* want to use Preview, you'll have to select all the images in the folder, open them all in Preview, and do it that way. Again, try using Quick Look instead -- it's meant for browsing and viewing things in folders and across your computer.