Font changes when mouse hovers on it?

On my website naylor-photography.com, I have been using the “picture-this” template. I noticed after using it for a bit that the font of my pages change from a bland arial to what its supposed to look like only after you move the mouse over it. I want it to open with the correct font!! (the one that shows up when you move the cursor over it)….

Help?

Thanks!
Jordan