Yeap, I think thats the issue with Jake, He has motivations, but his agency always seems kneecapped. Sometimes by his father's overwhelming shadow, sometimes by mystic muse magic, sometimes by time travel shenanigans, etc.. Eventually, the series time ran out before Jake could really develop.