On the inside sleeve of the album cover are a long set of self-portrait photographs that Harvey took over the years, and a series of scribbled annotations she collected during the songwriting process of "Uh Huh Her" – notes to herself such as "Scare yourself", "Too normal? Too PJ H?" and "All that matters is my voice and my story" (a piece of advice given to her by her friend Elvis Costello). She admitted to "Shaken Stir" that producing the record on her own was "a completely draining, disorientating, exasperating, invigorating experience" and "one of the hardest pieces of work I've ever done... I couldn't say that this record was an enjoyable experience. I think it was a journey that I learnt an enormous amount from, but certainly there were very enjoyable moments... I mean when I look back on it now it was a very difficult, hard and taxing time, and yet I'm so glad I did it – so glad."