In a segment in the special, all of the children go trick-or-treating (except for Linus van Pelt and Sally Brown who sit in a pumpkin patch waiting for the Great Pumpkin). At each house they call at, most of the children receive large amounts of candy or other treats and excitedly tell their friends about it afterwards. However, every time Charlie Brown says "I got a rock", with increasing disappointment.
Charlie Brown's bad luck trick-or-treating earned him a lot of sympathy amongst young viewers, to the extent that some mailed candy for Charlie Brown to the TV channels that aired the special.
In recent years, many fans have viewed the gag as disturbing, viewing it as a conspiracy among the adults to torture Charlie Brown by denying him candy.
"I got a rock" also features in the Peanuts comic strip from November 1, 1975, following a Halloween storyline in which Peppermint Patty is convinced by Linus to wait for the Great Pumpkin, which, of course, does not show up. Peppermint Patty is very upset that she missed trick-or-treating. Charlie Brown says he is mad because all he ended up with in his candy bag was a rock. Peppermint Patty says, "I sat in a pumpkin patch for a week, and I didn't get ANYTHING!" to which Charlie Brown replies, "Do you want my rock?"