That's due to one of the biggest bugs :'(. In between each level, you're supposed to get new cards added to your card pool and be able to build up your deck to have higher chances of pulling the cards you want. I hope its a a quick fix we can do after the jam since it's working pretty well in the editor, RIP
Thanks a ton for giving feedback!