Try creating a new user account, log in under the new account, and see if you experience the same thing.
If not, then it may be something that's specific to your user account. If so, then it may be a more system-wide problem.
What kind of plugins for Safari do you have installed? ClickToFlash? Pith Helmet? Acid Search?