Norton was born in Wichita, Kansas to Dale and Anna Norton. She was raised in Wichita and Thornton, Colorado, and graduated magna cum laude and Phi Beta Kappa from the University of Denver in 1975. Norton earned her Juris Doctor degree with honors from that university's College of Law in 1978. In the late 1970s, she was a member of the Libertarian Party, and was nearly selected as its national director in 1980, before later becoming a Republican. Norton was influenced by the works of novelist Ayn Rand, and has been associated with a number of groups in the "wise use" or "free-market environmentalist" movement such as the Property and Environmental Research Center, of which she is a fellow.
Norton returned to Colorado after her stint at the Department of the Interior, and was elected as the state's first female Attorney General in 1991. As Attorney General, Norton led the state's attorneys in defending state laws, including Colorado Amendment 2, a 1992 state constitutional amendment that prohibited any level or branch of state government from recognizing homosexuals as a protected class. Challenges to Amendment 2 reached the United States Supreme Court, which invalidated the amendment in Romer v. Evans. Norton ran for election to the U.S. Senate in 1996 as a Republican, but was defeated in the primary by then-Congressman Wayne Allard. During that year, Norton delivered a controversial speech in which she remarked that while state sovereignty had been misused to defend slavery prior to and during the Civil War, with the end of the war, the United States "lost the idea that the states were to stand against the federal government having too much power over our lives." With the attorneys general of 45 other states, Norton participated in the negotiation of the Tobacco Master Settlement Agreement a settlement of Medicaid lawsuits by the states against U.S. tobacco companies for the recovery of public health costs attributed to the treatment of smoking-related illnesses. Norton's second term ended in 1999. Due to state term limits, she did not seek a third term. After leaving the Attorney General's Office, Norton was a senior counsel at Brownstein, Hyatt & Farber, a Denver-based law firm.
She worked at Brownstein until President George W. Bush nominated her as the Secretary of the U.S. Department of the Interior in 2001. Norton, the first female to hold the position, was confirmed by the Senate and served as Secretary until 2006. She was succeeded by Idaho governor Dirk Kempthorne. On January 29, 2002 she served as the designated survivor during President Bush's first State of the Union Address. On September 17, 2009, the United States Department of Justice opened a criminal investigation into whether Norton's employment at Royal Dutch Shell violated a law that bars federal employees from discussing employment with a company if the employee is involved in decisions that could benefit that company. The investigation focused on a 2006 decision by Norton's agency to grant oil shale leases to Royal Dutch Shell. The DOJ closed the investigation in 2010, declining to press charges.
Post-government career
At the time of her resignation as Secretary, Norton was considered "the Bush administration's leading advocate for expanding oil and gas drilling and other industrial interests in the West." After leaving Washington, she joined Royal Dutch Shell as a general counsel in its exploration and production business. As of 2017, Norton worked for Norton Regulatory Strategies, an Aurora-based consulting firm that deals with environmental regulations. In 2012, she also was a senior adviser for Clean Range Ventures, an energy venture capital firm. She serves as a board member for the Federalist Society, the Reagan Alumni Association, the Renewable and Sustainable Energy Institute at the University of Colorado, and the Denver-based hydraulic fracturing company, Liberty Oilfield Services