If you were doubting that the +3% market movement was primarily driven by this news, take a look at the markets at 12:40PM today when negative news of clinical trials for the drug were released. Again, direct minute by minute correlation btw SPY dropping and GILD news.
The rally from bottom isn't though. Infinite currency makes for risk on.