In June 2015, Trevelyan joined the Conservatives for Britain group, a Eurosceptic group within the Conservative Party which subsequently moved closer to outright opposition to British membership of the European Union. She later joined the European Research Group – the primary Eurosceptic lobbying group within Parliament. Trevelyan advocated a vote in favour of Brexit for the 2016 EU membership referendum.