He had been rumoured to be considering his resignation after fellow Cabinet members Dominic Raab and Esther McVey resigned on Thursday.
Here are the main points from her speech, from whether she will fight a no confidence vote to who was her cricket hero. A round up of the highs and lows of Mrs May’s conference following a turbulent day at Parliament.
Michael Gove says he wants "Natasha's Law" for stricter food labelling to be introduced as early as next summer.
Environment secretary Michael Gove will meet with the parents of a teenager who died after an allergic reaction to a Pret a Manger sandwich to discuss changing laws around allergen labelling.
Michael Gove used his speech at the Conservative Party conference to criticise Labour
The Secretary of State for Food, Environment and Rural Affairs was due to speak at a briefing to lay out the UK's new marine conservation policies
New legislation will be implemented as part of efforts to cut harmful dirty air.
The Environment Secretary has said the UK's backstop option is 'temporary not permanent'.
The Environment Secretary also said Brexit has 'strengthened unionism'.
David Miliband has returned to UK politics to join forces with Sir Nick Clegg and Nicky Morgan to push for a softer Brexit
The environment secretary said the story won't go away until Jeremy Corbyn tackles anti-Semitism
But Katie Perrier claims Michael Gove is a 'radical' who gets things done
Carole Malone claimed Tony Blair's former communications director was rude and didn't want a discussion
Farage says Boris Johnson and Michael Gove 'are putting party before country again'
Tom Brake, the MP for Carshalton and Wallington, spoke to Julia Hartley-Brewer about the reported rise in the offer of money to the EU
The Environment Secretary is weathering criticism in the wake of a BBC interview on Nazanin Zaghari-Ratcliffe
The Cabinet is to meet for the first time since the event in Manchester
Gove defends his fellow Brexiteer while Theresa May's former spin doctor says Jeremy Corbyn's supporters 'behave like they've taken speed'
Gove made the comments during a live talkRADIO debate at the Tory Party Conference
Tory co-chair savages Prime Minister's lack of vision while her former spin doctor says her policies 'are not inspiring'
Twitter users are wondering why what was once a red, white and blue Brexit is now green and is it supposed to be hard or soft?
The co-founder of state education campaign group Rescue Our Schools says the tests given to children are too hard
A Whitehall source has said that foreign secretary Boris Johnson believes a pay rise for public sector workers can be provided responsibly
In the unlikely event Theresa May resigns, who could lead the party in these uncertain times?
The party lost its parliamentary majority after the election result came back with a hung Parliament
Macron could prove to be a sizeable roadblock for Theresa May's Brexit vision
Leading Brexiteer also says Emmanuel Macron's French election victory is good for Britain as it will make negotiations easier
The MP for Surrey Heath and former Justice Secretary spoke to Paul Ross about the motion to call a vote in June
The former leader of the Liberal Democrats spoke to Paul Ross ahead of the formal triggering of exit negotiations from the European Union.
Gove also tells Julia Hartley-Brewer he remains confident of deal with EU
We have a few suggestions as to what publications prominent MPs should edit
Jon Holmes opened his show with a discussion about Blue Monday and the things that can cheer us up today
Gove tells talkRADIO 'people should have a sense of humour' about his photo with Mr Trump and insists he is strictly neutral on the President-elect.
The President-elect has appeared to suggest European nationals could face tighter restrictions on travel to America in his interview with Michael Gove
The soon-to-be President has praised the UK as 'smart' for opting out of the EU, and savaged the German Chancellor for opening the doors to refugees
A barrister who tweeted about Hitler and the Nazis has been thrown out of the profession after a hearing at the Bar Tribunal and Adjudication Service
The exam board AQA have announced plans to scrap the archeology A-level, alongside history of art and classical civilisation, but many have signed a petition against it
Journalist Polly Toynbee believes Theresa May's incompetence is creating opposition within Conservative party
"You're literally coming on national radio, misrepresenting the British education system"
Mike Graham and Mike Parry choose their top candidates across news and current affairs
The political editor explains her views on the candidates
The MP for Sutton Coldfield said the Justice Secretary is 'bringing great experience' to the race
Many are shocked as Boris Johnson announced he won't be running to lead the Conservative party
The Conservative MP reveals he's backing Andrea Leadsom
The reality TV star and businesswoman has 'serious concerns' about the UK leaving the European Union