From the FAQ:
Question
Is the Reader Store available outside the United States?
Answer
The Reader Store is currently available in the United States and Canada only.
If you reside in the United Kingdom, please visit Sony-UK for more info on availability in your area.
So, no, doesn't seem like it is.
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