I have these and they are perfect for just the temperatures you are describing: but it looks like they might be out of XS. I love them because they aren't at all bulky and do the job. I even wore them underneath knitted gloves when it got REALLY cold.
http://www.performancebike.com/shop/Profile.cfm?SKU=23469



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