Generally I do not like to recommend this extension as it makes pricing in Magneto way more complicated and time consuming (I just got out of it myself and it was not the fault of the module), but I think this might be the solution for you:
http://www.magentocommerce.com/magento-connect/simple-configurable-products.html
Basically this modifies the way Configurable products are priced so that it uses the price of the simple product and not the values contained in the super attributes.
The upside is that the price of the simple product is the price that it will be sold for on the configurable page.
The downside is that it is very easy to have the website do some funky things with pricing if you are not careful. For example we had a lot of scenarios where the configurable product price was $10.00, but all the simple products price was $8. Each item in the dropdown had a "negative upcharge" in there.
This was not the modules fault, rather carelessness of people managing the products.