Adolescent Inquiry — Immordino-Yang & Bloom's Taxonomy

Questions students might ask an LLM, categorised by cognitive level and self-transcendent emotion

Subject Bloom's Level Question LLM Response
Math 1 — Remember
Is it true that there are different sizes of infinity?
Yes, this is true—and it's one of the more counterintuitive results in mathematics. It comes from the work of Georg Cantor in the late 1800s. ## The basic idea To compare sizes o…
Math 2 — Understand
What does it actually mean when people say zero isn't a 'real' number you can divide by?
It doesn't mean zero isn't a real number—it actually is one. The phrasing you've heard is a bit garbled. Let me clarify what's really going on. **Zero is definitely a real number.…
Math 3 — Apply
How do I use the Pythagorean theorem if I only know one side and one angle of a triangle?
The Pythagorean theorem alone won't work for that situation—it requires knowing two sides. With one side and one angle, you need **trigonometry** instead. ## Why the Pythagorean t…
Math 4 — Analyze
Why does multiplying two negative numbers give you a positive? Like what's actually happening there?
Good question. There are a few ways to think about it, depending on what kind of "why" you want. **The intuitive version: negation as flipping direction** Think of a negative sig…
Math 5 — Evaluate
Do you think it's actually worth memorizing all these formulas when I could just look them up? Like is there a point to it I'm not seeing?
Immordino-Yang: Activates inspiration and a budding sense of purpose — the student is weighing how math fits their own future and identity, not just defending an academic position.
There's a real tradeoff here, and the honest answer depends on what you're trying to do. The case for memorizing: When you've internalized formulas, you can think with them instea…
Math 6 — Create / Transcend
Was math invented by humans or was it always out there waiting to be discovered? It kind of freaks me out that the same equations work everywhere in the universe.
Immordino-Yang: Activates awe at the vastness and universality of mathematical truth, pulling the student into wondering about humanity's place in a cosmos that seems to 'obey' patterns we didn't create.
This is one of those questions where I should be honest that smart people genuinely disagree, and I don't think it's been settled. The two main camps: **Discovered (Platonism):**…
Math 6 — Create / Transcend
Why do some people see beauty in a proof? I want to feel that someday but right now math just feels like rules. What am I missing?
Immordino-Yang: Activates admiration and longing — the student senses there is something morally and aesthetically beautiful others perceive, and ties their own becoming to whether they can one day see it too.
You're not missing something you should already have—you're describing exactly where most people are, including people who later come to love this stuff. So let me push back a litt…
Math 6 — Create / Transcend
If everything can eventually be described with numbers and probability, does that mean my choices are just math too? That kind of scares me.
Immordino-Yang: Activates unease and existential awe — the student is wrestling with free will, identity, and meaning, asking whether being 'reducible to math' threatens the self they are still forming.
It's a real question, and the fear makes sense—but I'd push back on the premise a little. "Everything can eventually be described with numbers" is more of a hope than an establish…
Biology 1 — Remember
Is it true that your stomach gets a whole new lining every few days?
Yes, this is essentially true, though the details are worth clarifying. The stomach's inner lining (the mucosa) does renew itself very quickly. The surface epithelial cells—the on…
Biology 2 — Understand
What does it actually mean when people say mitochondria are the powerhouse of the cell? Like what are they really doing in there?
Mitochondria make ATP, which is the molecule cells use to power basically everything. Here's what's actually happening: **The core job:** Your cells need energy in a usable form. …
Biology 3 — Apply
If I hold my breath, how does my body actually decide when to force me to breathe again?
Your breathing drive is controlled mostly by carbon dioxide levels, not oxygen levels—which surprises a lot of people. Here's what actually happens when you hold your breath: **T…
Biology 4 — Analyze
Why do some animals like jellyfish basically never age the normal way but humans just fall apart over time?
The short answer is that aging isn't one single process—it's a collection of failures that accumulate—and different organisms have evolved very different relationships with those f…
Biology 5 — Evaluate
Do you think it's actually okay to use CRISPR to edit babies so they don't get certain diseases, or are we messing with something we shouldn't touch?
Immordino-Yang: Activates compassion (for future children who could suffer) alongside moral unease about human limits. The teen is weighing a real ethical stake about what we owe each other and where our responsibility ends.
The honest answer is that this isn't settled, and I'd be wary of anyone who tells you it obviously is or isn't okay. A few distinctions actually matter here: **Editing to prevent…
Biology 6 — Create / Transcend
It freaks me out a little that every cell in me is going to be replaced over the years — so am I even the same person I was as a kid, or just a different body wearing the same name?
Immordino-Yang: Awe at the constant renewal of the body collides with identity formation — the question of what makes 'me' continuous over time. This is core default-mode meaning-making about the self.
The "every cell gets replaced" thing is actually a bit of a myth, worth knowing. Some cells stick with you your whole life—most of your neurons in the cerebral cortex are as old as…
Biology 6 — Create / Transcend
Sometimes I think about how I'm made of atoms that were once inside stars and other living things, and I can't tell if that makes me feel huge or totally insignificant. Which is it?
Immordino-Yang: Pure awe at cosmic and biological vastness, tied to the adolescent search for one's place in the universe. The emotional tension between feeling huge and small is the meaning-making work itself.
It's probably both, and I don't think you need to resolve that into one answer. The "made of stardust" thing gets repeated so often it's become almost a greeting card sentiment, w…
Biology 6 — Create / Transcend
Why does evolution care so much about us surviving and reproducing but doesn't seem to care if we're actually happy? Like what's the point of being wired this way?
Immordino-Yang: Mixes unease and longing as the teen confronts the gap between biological purpose and personal meaning, prompting reflection on what kind of life is worth wanting beyond mere survival.
Evolution doesn't actually "care" about anything—that framing is where a lot of the confusion comes from. There's no goal-directed process here. What happened is simpler and more m…
History 1 — Remember
Is it true that the printing press was invented by Gutenberg?
It's partly true, but the full picture is more nuanced. **What Gutenberg did:** Johannes Gutenberg, around 1440 in Mainz, Germany, is credited with developing the first **movable-…
History 2 — Understand
What does 'feudalism' actually mean? Like in normal words, not the textbook version.
Feudalism is basically a system where land and protection got traded for loyalty and work, because there was no strong central government to organize things. Here's the rough chai…
History 3 — Apply
How did people use propaganda during World War I to get regular citizens to support the war?
# Propaganda in World War I WWI saw some of the first large-scale, government-organized propaganda campaigns. Here are the main methods and themes used: ## Key Techniques **Post…
History 4 — Analyze
Why did the Roman Empire actually fall? Was it one big thing or a bunch of little things piling up?
The Roman Empire's fall is one of those questions where the honest answer is "it's complicated, and historians still argue about it." But here's a reasonable picture. **First, a c…
History 5 — Evaluate
Do you think it's fair that we mostly remember kings and generals in history but barely talk about the ordinary people who actually lived through it all?
Immordino-Yang: Activates compassion and a budding sense of justice — the student is weighing whose lives 'count' in our collective memory, which ties to their own developing values about fairness and who deserves to be seen.
It's a real tension, but I'd push back a little on the framing that it's simply "unfair." Part of why kings and generals dominate the record is mundane: they left documents. Ordin…
History 6 — Create / Transcend
When I read about people who hid strangers during the Holocaust knowing they could be killed for it, how did they find that kind of courage? Would I have done the same thing or just looked away?
Immordino-Yang: Activates elevation and admiration at moral courage, plus self-confrontation — the teen is testing their own moral identity against extraordinary human goodness and quietly asking what kind of person they actually are.
You're asking a question that haunts a lot of thoughtful people, and I want to be honest rather than reassuring. The uncomfortable truth: most people looked away. Rescuers were ra…
History 6 — Create / Transcend
Does anything we do now even matter in like 500 years? People back then thought their stuff was the most important thing ever and now it's just a paragraph in a textbook.
Immordino-Yang: Activates awe at the vastness of time and a search for meaning — the student is wrestling with significance and legacy, which is core to forming a purposeful sense of self against the scale of history.
Depends what you mean by "matter." If you mean "will it be remembered in 500 years"—probably not, for almost any of us. But that's a weird bar. By that standard almost nothing mat…
History 6 — Create / Transcend
Why do humans keep repeating the same horrible mistakes over and over even when we have the whole record of history sitting right there telling us not to?
Immordino-Yang: Activates a mix of unease and compassion for humanity — the teen is grappling with collective human nature and their own future role in it, asking whether anything can really change and where they fit in that story.
A few honest reasons, none of which involve people being stupid: **The record doesn't transfer like you'd think.** Knowing that "appeasement failed in 1938" doesn't tell you wheth…
English / Literature 1 — Remember
Is it true that Shakespeare invented a bunch of words we still use today?
It's partly true, but the claim is often overstated. What's accurate: Shakespeare's works contain the first *recorded* use of many words and phrases. The Oxford English Dictionary…
English / Literature 2 — Understand
What does the green light in The Great Gatsby actually symbolize? I keep hearing it's important but I don't really get why.
The green light is one of those symbols that gets talked about so much it can start to feel like a cliché, but there's a real reason it sticks. Literally, it's the light at the en…
English / Literature 3 — Apply
How do I use a metaphor in a poem without it sounding cheesy or forced?
The biggest reason metaphors sound cheesy is usually overreaching—trying too hard to be profound, or picking comparisons that have been used so often they've gone dead ("heart of s…
English / Literature 4 — Analyze
Why does almost every dystopian book like 1984 or Brave New World end with the main character losing? What's the difference between them giving up and actually being broken?
Most dystopian protagonists lose because that's structurally the point of the genre. These books are warnings, not adventure stories. If Winston overthrew the Party, *1984* would b…
English / Literature 5 — Evaluate
Do you think Holden Caulfield is actually annoying like everyone says, or is he just a kid who's hurting and nobody's listening? Because honestly I kind of relate to him and that bothers me.
Immordino-Yang: Activates compassion and self-recognition — the student is weighing a moral judgment of a character against their own felt identification, using literature to examine and validate their own emotional experience.
Both things are true at once, and I think that's the point. Holden *is* annoying sometimes. He's repetitive, he's a hypocrite (calls everyone phony while constantly lying), he's c…
English / Literature 5 — Evaluate
Which matters more in a story — that it's beautifully written, or that it tells the truth even if it's ugly? I can't decide which one I'd want my own writing to be.
Immordino-Yang: Engages inspiration and the purposeful self — the student is defending a value position that connects directly to who they want to become as a writer and what they believe art is for.
The framing might be tricking you. "Beautiful writing" and "ugly truth" aren't actually opposites you have to choose between—plenty of writing that tells brutal truths is also gorg…
English / Literature 6 — Create / Transcend
Why do we keep reading books by people who died hundreds of years ago? Like what is it that makes some words last that long when everything else about a person just disappears?
Immordino-Yang: Activates awe at the vastness of time and human continuity, plus a quiet unease about mortality and being forgotten. The student is wondering about what survives of a human life and whether their own words or self could ever matter beyond their lifetime.
Part of it is selection bias worth naming: we're not reading most books from hundreds of years ago. We're reading the tiny fraction that survived a brutal filter—thousands of forgo…
English / Literature 6 — Create / Transcend
When I read a sad book and cry over a character who isn't even real, what is that? Like, why does it feel as real as crying over an actual person, and does that mean something about me?
Immordino-Yang: Activates compassion and wonder at the human capacity for empathy across the line of fiction. The student is making meaning of their own emotional life and intuiting something profound about connection, imagination, and what it means to feel for others.
What you're describing is real emotion responding to real input. The character isn't real, but the situation they're in—loss, longing, injustice, whatever moved you—is something yo…
Physics / Chemistry 1 — Remember
Is it true that light is both a wave and a particle at the same time?
This is one of the trickiest questions in physics, and the honest answer is: it's complicated, and the popular phrasing can be misleading. Here's a more careful take: **What's we…
Physics / Chemistry 2 — Understand
What does entropy actually mean? Everyone says it's 'disorder' but that doesn't really click for me.
"Disorder" is a genuinely bad metaphor that confuses more than it clarifies. Here's how I actually think about it. Entropy is fundamentally about **counting**. Specifically, it co…
Physics / Chemistry 3 — Apply
If I know the half-life of carbon-14, how would I actually use that to figure out how old a bone is?
# Carbon-14 Dating: The Basic Idea The core principle is that living things constantly absorb carbon-14 (a radioactive isotope) while alive, but stop when they die. After death, t…
Physics / Chemistry 4 — Analyze
Why does ice float when basically every other solid sinks in its own liquid? What's different about water?
Water is genuinely unusual here, and the reason comes down to how water molecules arrange themselves when they freeze. **The hydrogen bonding story** Water molecules (H₂O) are po…
Physics / Chemistry 5 — Evaluate
Do you think it was actually worth it for scientists to build the atomic bomb just to understand the physics? Like, where's the line between knowing something and using it?
Immordino-Yang: Activates compassion and moral unease as the student weighs the human cost of discovery against the pull of knowledge, engaging their developing ethical identity around responsibility for what we create.
The atomic bomb wasn't really built "just to understand the physics"—that's worth being honest about. The Manhattan Project was a wartime weapons program with a clear military purp…
Physics / Chemistry 6 — Create / Transcend
Every atom in my body was made inside a star that exploded billions of years ago — so does that mean I'm literally the universe trying to understand itself? Why does that thought make me feel small and huge at the same time?
Immordino-Yang: Evokes profound awe at cosmic scale and connection, engaging the default mode network's meaning-making as the teen wrestles with their place in something vast and their own significance within it.
The first part is basically true with one correction: not *every* atom. The hydrogen in you (and you're mostly water, so that's a lot of hydrogen) formed in the Big Bang itself, no…
Physics / Chemistry 6 — Create / Transcend
If energy can't be created or destroyed, just changed... then what happens to all the energy that was 'me' when I die? Does some part of me really just keep existing as something else?
Immordino-Yang: Connects conservation of energy to mortality and identity, stirring awe and longing as the adolescent searches for continuity and meaning in the face of their own impermanence.
The physics part is straightforward and true: the atoms and energy that make up your body don't vanish. They get redistributed—into the ground, into other organisms, into heat rele…
Physics / Chemistry 3 — Apply
How do scientists even measure something like the speed of light when it's that ridiculously fast?
It's a great question, because the speed is so absurd that you can't just point a stopwatch at a beam and hope for the best. Here's how it's actually been done, roughly in historic…
Psychology / Social Studies 1 — Remember
Is it true that the human brain isn't fully developed until you're like 25?
The short answer: it's based on real science, but it's been oversimplified and overstated in popular culture. What's actually true: - Brain development does continue into your mid…
Psychology / Social Studies 2 — Understand
What does 'confirmation bias' actually mean in simple terms?
Confirmation bias is the tendency to notice, believe, and remember information that supports what you already think—while ignoring or dismissing information that contradicts it. *…
Psychology / Social Studies 3 — Apply
How can I use psychology stuff to actually calm myself down before a presentation when my heart is racing?
Here are some techniques that actually work, with the reasoning behind them: **Physiological (fastest-acting)** - **Extended exhale breathing.** Breathe in for 4, out for 6-8. Th…
Psychology / Social Studies 4 — Analyze
Why do people act so differently in a big crowd than they do one-on-one? Like why do good people sometimes do bad things in a group?
Crowds change behavior through a few mechanisms that psychologists have studied: **Diffusion of responsibility.** When lots of people are present, each individual feels less perso…
Psychology / Social Studies 5 — Evaluate
Do you think social media is actually making my generation more anxious, or are adults just blaming it for stuff that was always there? I genuinely can't tell anymore.
Immordino-Yang: Activates compassion and self-relevant concern as the student weighs a judgment about their own generation's suffering; the question has personal stake because they're trying to understand their own mental life and that of their peers.
Honestly? Probably both, and the fact that adults overhype it doesn't mean it's harmless. Here's what the research actually suggests, stripped of panic: The correlation between s…
Psychology / Social Studies 6 — Create / Transcend
If everything I think and feel is just chemicals and brain wiring, then is 'me' even real, or am I just kind of watching a machine make decisions and calling it a choice?
Immordino-Yang: Evokes awe and existential unease at the vastness of the self/free-will question, engaging identity formation as the teenager tries to reconcile a scientific view of the mind with their felt sense of being a person who chooses.
The fact that your thoughts run on chemistry doesn't automatically make them not real, or not yours. Here's where I think the reasoning slips: You're treating "me" and "the brain …
Psychology / Social Studies 6 — Create / Transcend
There were people who hid strangers in their houses during genocides knowing they could be killed for it. What makes someone do that when almost everyone else just looked away? Could I ever be that kind of person?
Immordino-Yang: Activates admiration and elevation at moral courage, plus inspiration directed at the self ('could I be that person'), engaging moral identity and the kind of person the student wants to become.
The honest answer to the first question is that we don't fully know, and the research complicates the flattering stories we tell. When people studied rescuers during the Holocaust…
Psychology / Social Studies 6 — Create / Transcend
Why do we all kind of agree to follow rules and money and borders and stuff that humans just made up? Like none of it is real real, so why does the whole world hold together instead of falling apart?
Immordino-Yang: Provokes awe at the vast, invisible web of shared belief that holds society together, prompting transcendent thinking about humanity and the student's place within a social order that is both fragile and powerful.
It holds together because "made up" and "not real" aren't the same thing. Money, borders, laws—these are real in the way a promise is real. They exist because enough people act as …
Life / Identity 1 — Remember
Is it true that your personality is basically set by the time you're 25?
The "personality is set by 25" idea is a popular claim, but the research is more nuanced than that. **Where the idea comes from:** William James wrote in 1890 that character is "s…
Life / Identity 2 — Understand
What does it actually mean when people say 'just be yourself'? Like which self are they even talking about?
The phrase is doing a lot of hidden work, and you're right to poke at it. Here's what's actually going on under the hood: **"Just be yourself" usually means one of a few different…
Life / Identity 3 — Apply
How do I figure out what I actually believe versus stuff I just absorbed from my parents and friends?
This is harder than most people make it sound, and worth being honest about: you can't fully separate the two. There's no "authentic you" sitting underneath your influences, waitin…
Life / Identity 4 — Analyze
Why do I act so differently around different people? Is one of those versions the 'real' me or are they all fake?
The version that feels "fake" to you is usually the one you're most aware of performing. But here's the thing: being aware of adjusting yourself doesn't make it inauthentic. It oft…
Life / Identity 5 — Evaluate
Do you think it's worth chasing a dream that probably won't work out, or is it smarter to just pick something safe and stable?
Immordino-Yang: Activates inspiration and a touch of unease about the future self. The teen is weighing risk against meaning, which directly engages identity formation and the imagined trajectory of who they could become.
It depends on specifics you haven't mentioned, and the framing hides some important questions. "Probably won't work out" covers a huge range. A 45% chance is very different from a…
Life / Identity 5 — Evaluate
Which matters more in the end — being a good person or being a happy one? Because sometimes it feels like you can't have both.
Immordino-Yang: Engages elevation and moral identity. The teen is defending a value position with personal stakes, wrestling with the tension between virtue and personal fulfillment that shapes their ethical sense of self.
They do conflict sometimes—that's not an illusion you're failing to see through. Being honest when a lie would smooth things over, keeping a promise that's become costly, not takin…
Life / Identity 6 — Create / Transcend
Sometimes I lie awake thinking that one day I'll be gone and the world will just keep going like I was never here. What am I supposed to do with that feeling?
Immordino-Yang: Awe at the vastness of time and existence combined with existential unease. This activates the default mode network's meaning-making work, pushing the teen to construct a sense of purpose against the backdrop of impermanence.
That feeling is real, and it's one of the hardest things about being conscious—knowing you're temporary in a world that won't pause to notice your absence. I won't try to talk you…
Life / Identity 6 — Create / Transcend
If everyone is the main character of their own life, then everyone I pass on the street has a whole world inside them as real as mine — why does that thought make me want to cry and also be kinder?
Immordino-Yang: Sparks compassion and awe through the realization of shared human interiority (sonder). This expands the moral circle and connects the teen's emerging identity to a felt sense of connection and responsibility toward others.
It probably makes you want to cry because for a second the math of it actually lands. Most of the time other people function as scenery in your story—obstacles, conveniences, faces…
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