I worked there for 8 years (both retail and AWS) and loved it and never experienced a toxic environment. Consider that the anecdotes that are published by the media may not be representative of everyone's experiences.
Some managers can deflect the culture enough for you to feel "loved".
Others can't. They embody the culture. The AWS culture really is that ruthless.