Dylan O'Brien on how MTV's Teen lupo prepared him for Maze Runner: The Scorch Trials 

For most action stars, the thrill of filming revolves around scaling walls and dodging explosions. Not so for Dylan O’Brien, who had one question for returning director Wes Ball just before production began on the sequel to 

 “I asked him how much running I had ahead of me,” says O’Brien, 23. “Even though I knew that the movie could take a different direction, I just love running.”

In the adaptation of the first book of James Dashner’s best-selling YA trilogy, O’Brien played Thomas, a teen whose ability to think on his feet and sprint at top speeds established him as the leader of a group of memory-wiped adolescents stuck at the center of a treacherous labyrinth. Released last September,

earned more than $340 million worldwide and immediately placed O’Brien on the short list of bankable twentysomething stars. This fall’s follow-up, 

, sees Thomas guiding his group through a sandy wasteland called the Scorch while navigating a new set of life-threatening obstacles. There will be plenty of running, but the sci-fi sequel will take on a more adult tone. “Thomas is more mature and a little unsure of himself,” Ball says. “I think Dylan really ate it up.” 

That O’Brien was ready to take on a more emotional story line will come as no surprise to fans who’ve followed him since his debut as Stiles Stilinski on MTV’s hit series 

. In the 80-plus episodes he’s taped since it launched in 2011, he’s tackled everything from teenage angst to demon possession. “It literally became my acting school, where I went every day for six months every year,” says O’Brien.

Growing up in New Jersey and California, O’Brien didn’t imagine becoming a performer. “I was very shy,” he says. “I would take piano lessons, but would never perform in the recitals.” Despite that, his costars say he’s a natural. “He has a great emotional depth and he has great humor,” says Patricia Clarkson, 55, who plays O’Brien’s chilly adversary, Ava Paige. “Some young actors struggle with one or the other, and I think they’re both easy for him. He has emotions at his fingertips.”

Next up, O’Brien will appear opposite Mark Wahlberg in 

based on the BP oil spill, and he’s eyeing an adaptation of Chad Harbach’s novel

“I just hope to do good stuff, where I feel appropriate being the one telling that story,” O’Brien says. And if he can do it at a dead run, all the better.

To continue reading EW’s Fall Movie Preview, and to see more exclusive photos, pick up the new issue of Entertainment Weekly, on newsstands now, or buy it here.

WANT MORE EW? Subscribe now to keep up with the latest in movies, television, music, and more.

John Legend and Gabrielle Union danced it out on Instagram

Olivia Munn, Aaron Rodgers recreate \'Princess Bride\' in Dubsmash videos

Heidi Klum and Zac Posen step on rusty nail, visit hospital

Infographic ranks Marvel\'s most badass female heroes

\'Girl Meets World\' star pens essay on intersectional feminism

\'The Inbetweeners\' actor to play Jimmy\'s father in \'You\'re the Worst\' — exclusive

Where is the cast of \'Can\'t Hardly Wait\' now?

This is what the MTV Video Music Awards looked like in 1995

Fall Movie Preview: Exclusive looks at the season\'s blockbusters and Oscar contenders

Disney\'s D23 Expo 2015 Celebrity Portrait Gallery

Taylor Swift, Kristen Stewart, Ruby Rose & More!