I think I might have figured this one out.
The problem seems to present itself when my C: drive (where chrome stores data) is full. My OS updated yesterday and I started having this problem then. After deleting all the update logs and temp files I freed up 24GB of space. (I know right!) Refreshed the webpage and it worked.