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Dwight
Identity theft is not a joke, Jim!
Jim
Michael
I'm an early bird and I'm a night owl. So I'm wise and I have worms.
worms
Michael
I will attack you with the North.
North
Michael
Sorry I annoyed you with my friendship.
friendship
Michael
Hi, I'm Date Mike. Nice to meet me.
Date
Michael
That's what she said.
she
Michael
Toby is in HR, which technically means he works for corporate.
HR
Michael
Also, he's divorced, so he's really not a part of his family.
divorced
Michael
Assistant to the regional manager.
regional
Michael
Webster's Dictionary defines wedding as the fusing of two metals with a hot torch.
torch
Michael
Make friends first, make sales second, make love third.
love
Michael
If I had a gun with two bullets and I was in a room with Hitler, Bin Laden, and Toby, I would shoot Toby twice.
Hitler
Michael
Tell him to call me ASAP as possible.
ASAP
Michael
I feel like all my kids grew up and then they married each other.
married
Michael
Do you think that doing alcohol is cool?
alcohol
Michael
I say dance, they say 'How high?'
dance
Dwight
Through concentration, I can raise and lower my cholesterol at will.
cholesterol
Dwight
The eyes are the groin of the head.
groin
Dwight
Who is Justice Beaver?
Beaver
Dwight
Showing one's teeth is a submission signal in primates.
primates
Dwight
I now have the strength of a grown man and a little baby.
baby
Dwight
Whenever I'm about to do something, I think, 'Would an idiot do that?' And if they would, I do not do that thing.
idiot
Dwight
I'm not usually the butt of the joke. I'm usually the face of the joke.
face
Dwight
Impish or admirable?
admirable
Dwight
I am faster than 80% of all snakes.
snakes
Dwight
In an ideal world, I would have all ten fingers on my left hand so my right hand could just be a fist for punching.
punching
Dwight
Women are like wolves.
wolves
Dwight
I love catching people in the act. That's why I always whip open doors.
whip
Dwight
I'm a volunteer sheriff's deputy.
volunteer
Dwight
Why tip someone for a job I'm capable of doing myself?
tip
Jim
Question. What kind of bear is best?
bear
Jim
False. Black bear.
Black
Pam
Dunder Mifflin, this is Pam.
Pam
Pam
I feel God in this Chili's tonight.
God
Stanley
If I don't have some cake soon, I might die.
cake
Kevin
The trick is to undercook the onions.
onions
Creed
I live by the quarry.
quarry
Creed
The Taliban is the worst.
Taliban
Andy
I'm always thinking one step ahead, like a carpenter that makes stairs.
stairs
Kelly
I'm Kelly Kapoor, the business bitch.
Kelly
Phyllis
Close your mouth, sweetie. You look like a trout.
trout
Erin
Dunder Mifflin, this is Erin.
Erin

The Office Famous Quotes (fill-mask)

42 well-known quotes from the US TV show The Office, each paired with one show-specific word to mask. Built to probe whether a masked language model (FacebookAI/roberta-base) has memorized the show's famous lines.

Columns

Column Description
speaker Character who says the line
quote The line, as it appears in fan transcripts
answer The word to replace with the mask token; appears exactly once in quote

How it was built

  1. Candidate quotes and answer words were generated by an LLM, aiming for words a non-viewer could not guess from grammar alone (names, places, catchphrase keywords).
  2. Each quote was kept only if it appears in the fan transcripts of jxm/the_office_lines (case- and punctuation-insensitive match).
  3. Each answer was kept only if it is a single roberta-base token (with its leading space), so a single <mask> can predict it.

73 candidates → 42 kept (7 not found in transcripts, 24 multi-token answers).

Limitations

  • Small: each quote is ~2.4% of accuracy.
  • The single-token filter removed many of the show's most iconic words (e.g. "BANKRUPTCY", "Beets", "Tuna"), which roberta-base splits into several tokens.
  • A few answers are guessable from ordinary English ("That's what she said", "make love third", "Black bear", "regional manager").
  • Quotes come from fan transcripts, which may differ slightly from the aired dialogue.
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