The actress, who plays car-loving Mikaela Banes in the action franchise, was romantically linked to LaBeouf (Sam Witwicky) earlier this year.

Speaking to People, she said: “I love him to death from head to toe. I find him fascinating and he finds me interesting for some reason. But it’s not a romantic, sexual thing.”

When asked which celebrity, dead or alive, she would want to take on a date, she replied: “It’s kinda lame but I would go with Kurt Cobain. I’ve always really liked him. He hated people, so we’d have to go someplace really private. Like Griffith Park Observatory at night, when no-one else is there.”

Fox is currently dating former Beverly Hills, 90210 star Brian Austin Green.

The 23-year-old Transformers star will play a young Wall Street broker who must alert the financial community to the coming doom, and to find out who was responsible for his mentor’s death.

Earlier this month, Shia sparked rumors of him dating co-star Carey Mulligan after they were spotted on a date together in NYC.