I think you have to go to the desktop site while on your iPhone. From there you can copy the embed code.
Okay, I take that back. I just tried it, and it wouldn't copy the actual code. It looks like it did, but when I pasted it elsewhere, it was just the word "embed." Hmmmm. 😡