some player powerful enough to manipulate the market. Usually has negative meaning. Whales usually make large profit at the cost of others. But many people want to be whale.

If you have time, you can search for London Whale.

https://en.wikipedia.org/wiki/2012_JPMorgan_Chase_trading_loss