Short interest may be considered an indicator of overall market sentiment regarding a stock, with high short interest being bearish. However, if short sellers rush to cover their positions, a so-called "short squeeze," the price of the stock may increase substantially. This is what recently happened with Pandora stock. See the article here, Pandora.
Dolvin, Steven D., "Short Squeeze" (2012). All Chapters. 40.