Is it possible to be in mild anaphylactic shock but not get worse?

Immediate to late. Most often it is immediate to have an anaphylactic reaction sometimes it may take a few minutes. It all depends on how quickly the 'venom' or chemical mediators are released. The reaction itself could be mild or severe.