I've worked on it for awhile today and it hasn't really moved.
I put the seat and saddle back on and beat it left and right with a hammer, hitting the front-most point. After looking at Sheldon's website, it looks like the past owner might have hammered it into the frame.
If this is the case, what's the next step?
Thank you for your help.