The statement that best explains why the Soviet Union committed atrocities against its own people is: "The Bolsheviks wanted to consolidate power by eliminating enemies."
This reflects the Bolsheviks' desire to suppress dissent and solidify their control over the state, leading to repressive measures against perceived political opponents and groups they saw as threats to their authority.