Oil slick?

I'm watching a National Geographic special about the USS Thresher and USS Scorpion, two nuclear subs that Robert Ballard looked for on behalf of the navy before going off to find the Titanic. The narrator was discussing the search for the Scorpion after it disappeared, and said that it didn't leave an oil slick.

Would a nuclear sub leave much of an oil slick?