The music video opens with Carter in a boring tour of a space museum. As the tourist instructs him and the rest of his classmates to move onwards, Carter stumbles near a door to a restricted area. He enters it as his clothes morph into a futuristic outfit. Throughout the video, Carter sits in a chair near a control console and a stellar map that shows him singing. Among one of the buttons on the console is one that turns him CGI while singing with a group of men in black. While performing the song, Carter glances over near the screen, only to realize it's displaying a countdown warning about it self-destructing. Carter jumps and aborts it just in time, as the picture zooms out to black.
An alternate version of the music video was featured on the VHS release of Jimmy Neutron: Boy Genius, where film clips are shown on the control screen instead of Carter singing. At the very end, instead of the picture zooming out, an explosion is shown with Jimmy on his rocket zooming by.