Entertainment TV Winning an Emmy 'Never Gets Old' for 'Transparent' 's Jeffrey Tambor The six-time nominee and two-time winner took home his second Emmy statuette Sunday for outstanding lead actor in a comedy series By Aurelie Corinthios Published on September 19, 2016 06:55 PM Share Tweet Pin Email Photo: Vince Bucci/Invision for the Television Academy/AP Jeffrey Tambor knows a thing or two about winning awards – but that doesn’t mean the excitement ever wears off. “It never gets old,” the Transparent star told PEOPLE on Sunday night after becoming a back-to-back Emmy winner for outstanding lead actor in a comedy series. “I didn’t think I was going to win – I thought either Mr. [Anthony] Anderson or Mr. Aziz [Ansari] would, and I would have been fine with it!” • Get the latest on everything entertainment now at People/Entertainment Weekly Network. It’s free! Available on connected and mobile devices or just download the PEN app on your iOS or Android. Watch now at people.com/PEN. Of what the award means to him, Tambor, 72, said knowing that fans are connecting with the material is the most special. “There’s no best anything, but it means that people are paying attention to what you’re talking about, which is great,” he said. RELATED VIDEO: Transparent‘s Kathryn Hahn and Jay Duplass Reveal Their Secrets to Surviving Emmys Night The actor also opened up about the societal importance of shows like Transparent – and his appeal to the entertainment industry to “give transgender talent a chance,” which he touched on during his poignant acceptance speech. “The world is changing. We want deeper stories. We need deeper stories,” he said. • Check out PEOPLE’s full 2016 Emmy Awards coverage and complete winners list! “We need connection, we need to admire people, we need love,” he continued. “We need to feel everything is going to be fine and not be scared all the time.” Transparent season 3 premieres Friday on Amazon.