What about thinking through this silly story every time you want to recall a word? I’ve actually found that this approach acts more like glue, attaching the word to my memory, and it just becomes a natural part of my memory without me having to reapply the glue. Because of this, I generally only need to recall a story three or four times before I just know the word.