Podcast · episode 2

Can expectation create attraction? The warmth experiment, and the arithmetic of attempts

By Andrey Tadevosyan · Published 4 September 2026

About thirty minutes on the most literal form of attraction there is, the one with a controlled study behind it, and on what it does and does not license.

Every study mentioned is listed in the show notes and resolved against Crossref before publication. Any scenario described as an example is an example, not a report of a real event.

The question

Can expectation create attraction through behaviour and interpersonal feedback?

Episode outline

Chapter timings are not available for this recording. The outline below follows the script; it is not a set of playback timestamps.

1. Welcome
2. Cold open
3. The warmth study
4. Why it feels like a force
5. The survey, again
6. The planning piece
7. An objection from the floor
8. An example from sales, labelled
9. Where warmth stops
10. Why the practice feels so accurate
11. The interview, and the person on the other side
12. The other side of the loop
13. The wish that was written to fit
14. What we know, what we don't, what would settle it

Show notes

The warmth study, the manifestation-belief survey, the planning meta-analysis, the optimism review, the affirmation backfire and the generic-sketch effect, in the order they are discussed.

Three excerpts

• The expectation helped build the reality that appeared to confirm it
• Nothing got luckier. There were more of them.
• Persistence toward a person who has said no is not manifestation

Transcript

Verbatim from the script the recording was made from. Stage directions and delivery cues are omitted. Chapter times are where each section begins in the audio.

Welcome

Andrey Welcome back to The Question, Examined. I'm Andrey. Gladys is here.

Gladys Hello. Episode two.

Andrey Episode two. And last time you asked for something.

Gladys I did.

Cold open

Gladys You promised me an experiment.

Andrey I did.

Gladys Last time you said — more than once — that one of the five meanings of attraction has an actual controlled study behind it. I want to see it. Not the summary. The design.

Andrey Then let's do the design first and the meaning after. Which is the right way round anyway.

Gladys I'm recording that you agreed with me.

Andrey You've been recording for a minute and a half.

The warmth study

Andrey Okay. So. Two thousand and nine. A social psychology group, and they're interested in what they called — this is their phrase — the "reign of error." The old idea that a self-fulfilling prophecy works by some kind of... mysterious pull. And they wanted to take it apart.

Gladys Take apart the pull.

Andrey Find the mechanism. And their candidate was warmth. The hypothesis is: people who expect to be accepted behave warmer, and warmth is what gets a person accepted. So the expectation isn't pulling anything. It's changing behaviour. And the behaviour does the work.

Gladys How do you test that without just... asking people if they felt accepted?

Andrey Two ways, and they did both. First, a correlational study. Measure how much someone expects acceptance. Put them with a partner. Have the partner — and outside observers — rate how warm they were. And have the partner say how much they'd want to see them again.

Gladys And warmth carried it.

Andrey Warmth explained the link. The people who expected acceptance got rated warmer, and the warmer they were rated, the more the partner accepted them. Then — and this is the part that matters — they ran an experiment. They manipulated the expectation. Led some people to expect acceptance, some not, before the interaction.

Gladys So now expectation's the cause. Not just a correlate.

Andrey Now it's the cause. And the manipulated expectation changed warmth, and the warmth changed the partner's response. That's the loop. Demonstrated. Arrow pointing the right way.

Gladys ...Alright. That's a real experiment. I'll say that plainly, because I came in ready to be unimpressed.

Andrey It's the cleanest thing in the whole subject. And notice what it doesn't need. No signal. No frequency. No universe. Eye contact. Openness. Being willing to start the conversation. A kinder reading of an ambiguous reply.

Gladys A kinder reading of an ambiguous reply. Say more about that one.

Andrey If you expect rejection and someone's slow to answer — you read the slowness as rejection and you pull back. If you expect acceptance you read it as, they're busy, and you follow up. The follow-up is the warmth. And the follow-up's what gets answered.

Gladys So half of attraction is not flinching.

Andrey Half of attraction is not flinching. That's not in the paper. That's mine.

Gladys I'll allow it.

Why it feels like a force

Gladys Here's what I don't get. If it's warmth — why does everyone experience it as something external? Why do people say the universe sent the person?

Andrey Because you can't feel your own eye contact. Nobody experiences their own warmth from the inside. What you experience is the other person responding. And the other person responding feels like something... arriving.

Gladys So the mechanism's invisible to the person it's running in.

Andrey Invisible to them. And invisible for a second reason — it's spread across a hundred tiny things. The half-second longer you held a gaze. The message you sent Tuesday instead of Thursday. The joke you risked. None of those gets noticed. The date gets noticed.

Gladys This is the same shape as the attempts thing from last time.

Andrey It's exactly the same shape. And — let me do attempts properly now, because last time the invented example was a job. Let's do it for people.

Gladys An invented example.

Andrey Invented, labelled as such. Call him Sam. Sam wants a relationship. For a year he goes to one thing a month, talks to nobody new, goes home. Twelve events. Roughly zero conversations started.

Gladys The base rate of zero.

Andrey Zero attempts, zero chance. And Sam's been told the reason is he hasn't visualised clearly enough. Now — Sam takes up a practice. Every morning he writes about the person. The walks. Sunday mornings. Outcome stuff, mostly. But because the goal's in his head at nine, at the thing on Thursday he starts two conversations instead of none.

Gladys Two isn't a lot.

Andrey Two isn't a lot, and that's the point. Say each conversation's a one-in-fifteen shot at turning into a second one. Two a month, six months — twelve attempts. Chance of at least one second conversation... about fifty-six percent. From zero to better than even. On two conversations a month.

Gladys And the warmth study says those two go better than they would have.

Andrey Because he expects them to. So the expectation raises the attempts, the attempts are warmer, and six months later Sam's on a fourth date telling his sister manifestation works.

Gladys And it did.

Andrey It did. Tiers two and three. His sister's going to hear tier four.

The survey, again

Gladys I want to bring back the survey from last time — the thousand people — because there's a piece that belongs here.

Andrey Perceived success.

Gladys Perceived success. Believers thought success was more likely, and closer. And in this episode's terms, that's the expectation. That's exactly the input the warmth study manipulated.

Andrey Which is why I think those two findings belong side by side. Survey says believers expect more. Experiment says expecting more, in a social setting, makes you warmer and gets you more. So there's a real route from the belief to a better outcome, and it runs straight through the middle of a conversation.

Gladys And the other cluster.

Andrey The risk. Same expectation, pointed at a market instead of a person — that's where it goes wrong. Warmth gets a person accepted. Confidence gets a person into a leveraged position. The market doesn't respond to warmth.

Gladys So the mechanism's domain-specific and the belief isn't.

Andrey That's the whole problem in one sentence. The belief's one size. The mechanism only fits people.

Gladys I want to be fair to believers here, because you've used the fraud finding twice now and it's correlational.

Andrey It's correlational, and I'll say it every time. The belief might not cause the loss. But the authors reported the association, and a site that only quoted the flattering half would be doing exactly what the books do.

The planning piece

Gladys Let's get to something that isn't a correlation. You keep saying the plan is what turns expectation into attempts. Evidence.

Andrey The pooled evidence is on mental contrasting with implementation intentions. Picture the wish, then the obstacle, then write the if-then. Twenty-one studies. Twenty-four effects. About sixteen thousand people. Small-to-medium average effect on actually reaching the goal.

Gladys With the usual caveat.

Andrey Signs of publication bias, so the true effect's probably a bit smaller. But it's there, it's replicated, and it's specifically the technique that turns a wish into a behaviour with a trigger.

Gladys So if I'm Sam, the if-then is what?

Andrey "If I've been here twenty minutes and haven't spoken to anyone new — then I go to whoever's nearest the drinks and ask what brought them." That's it. The trigger's the twenty minutes. Without it, Sam intends to talk to someone. And goes home.

Gladys That's painfully specific.

Andrey The specificity is the mechanism. A vague intention's a mood. A trigger is a behaviour waiting for a cue.

Gladys I notice none of that requires Sam to feel anything.

Andrey It requires him to expect a little — that's where the warmth comes from. But the plan works on a bad day too. That's the difference between the plan and the fantasy. The fantasy only runs when you feel good.

An objection from the floor

Gladys Let me play the listener for a minute, because I can hear the objection forming and it's a good one.

Andrey Go.

Gladys "Fine. Warmth gets you accepted. But I've been warm my whole life and I'm still single, still passed over, still waiting. So your loop doesn't run for me."

Andrey That's the objection I take most seriously. And the first thing to say is — it's often true. The warmth study's an average across a room of people. It says the loop exists. It doesn't say it runs at the same rate for everyone, and it doesn't say warmth is the only variable in the room.

Gladys So what else is in the room.

Andrey The attempts, first. A warm person who goes to one thing a month is a warm person with twelve rolls a year. And then the odds per attempt, which depend on things nobody likes saying out loud. The size of the pool. Who else is in it. Timing. Money. Geography. Whether the person across the table has already decided.

Gladys Structural conditions.

Andrey Structural conditions. Which the manifestation books treat as illusions to be overcome by attitude. And they're not. Someone in a small town with a narrow pool has worse odds per attempt than someone in a city, and no amount of warmth changes the denominator. Honest sentence: warmth changes your odds within your situation. It doesn't change the situation.

Gladys And the person who's done everything right and is still waiting?

Andrey Is not evidence of anything about themselves. That's the point I'd make hardest. If you've made the attempts, and been warm, and it hasn't come — the arithmetic says the per-attempt odds were lower than you thought. And the next question is about the odds. Not about you. Never blame the reader for the gap.

Gladys You said that last episode.

Andrey I'll say it every episode. It's the house rule because it's where the framework does the most damage.

Gladys Alright. But then I want the other side too. What about the person who's been told they're "too much"? Too eager. Too available. Isn't that warmth backfiring?

Andrey That's real, and it's a different variable. The study measured warmth as openness and responsiveness. Not intensity. Eagerness that doesn't read the other person isn't warmth — it's anxiety wearing warmth's clothes. And anxiety, in the room, reads as pressure.

Gladys So warmth includes reading the reply.

Andrey Warmth includes reading the reply. The kinder reading of an ambiguous answer has a twin: the accurate reading of a clear one. Expecting acceptance helps you follow up. It should not stop you hearing a no.

Gladys Which is where we're going next.

Andrey Which is where we're going next.

An example from sales, labelled

Gladys Before we do — one more domain. You keep saying this applies to sales and I want to see it outside romance.

Andrey Let me invent someone then. Invented. Not a client, not a friend.

Gladys Noted.

Andrey Call her Priya. Sells a service to small businesses. Cold outreach, mostly. Bad quarter — she sends twenty messages, closes nothing, and a course has told her her energy's off.

Gladys Her energy.

Andrey Her energy. So she starts a practice. Visualises the closed deal every morning. And two things happen. One useful, one not. The not-useful one: some mornings she feels so good about the imagined close that she does her admin instead of her outreach.

Gladys The fantasy cost.

Andrey The fantasy cost. The useful one: because the goal's in her head, she follows up on the messages that got a lukewarm reply. Which she never used to do. Because a lukewarm reply felt like a no, and she withdrew.

Gladys The kinder reading.

Andrey The kinder reading of an ambiguous reply. And that's where the warmth study lives in sales. Not in the first message. In the second one — sent to someone who said "maybe next quarter," written as if they meant it.

Gladys And the numbers.

Andrey Say a first message is one in forty, and a follow-up to a "maybe" is one in six. Twenty first messages — about forty percent for one close. Add follow-ups on the five maybes and it jumps, because those five are the warmest rolls in the pile and she was throwing them away.

Gladys So the practice found her the five she was ignoring.

Andrey The practice made her expect "maybe" to mean maybe. That's the warmth mechanism in a spreadsheet. And notice what didn't happen — her energy did not travel down a fibre-optic cable. Her second message did.

Where warmth stops

Gladys Now the part I actually care about. Where does this loop stop? Because "expect acceptance, be warm, get accepted" has an obvious dark version.

Andrey It does. And the site has a whole essay on it, because the most-searched version of this question is "how do I manifest a specific person."

Gladys A specific person.

Andrey An ex, usually. Someone who has, in most cases, already said no. And here the loop hits a hard edge. Warmth toward a stranger who hasn't decided — that's attraction. Persistence toward a person who's said no is not manifestation. It's refusing to hear an answer. And it has other names.

Gladys Say the other names.

Andrey Pressure. Harassment, at the far end. And the framework makes it worse, because it tells the person that the ex's no is a temporary state of the universe that enough alignment will change. It isn't. It's another person's decision. And the whole practice runs into the wall of somebody else's autonomy.

Gladys So the honest sentence is — you can influence your own attention, behaviour and warmth. You don't control other people's choices.

Andrey You don't control other people's choices, structural conditions, biology, or chance. That's the guardrail. It's not negotiable. Any practice that says otherwise is selling you someone else's consent.

Gladys I'm glad you said that without me making you.

Andrey You made me by asking.

Why the practice feels so accurate

Gladys One more, because you'll want the ending and I've got a loose thread. Why does the expectation feel so precisely right to the person? Sam doesn't feel like he's running a warmth loop. He feels like the universe read his notebook.

Andrey Two reasons, both old. First, the optimism itself. People with a general tendency to expect things to go well cope better and persist longer — and the big review of that literature is clear the benefit runs through what they do. So Sam's expectation is genuinely paying off. Through him. And he can't see the "through."

Gladys And second.

Andrey Second, the notebook. When Sam writes "a warm, funny person who likes walks" — that description fits almost anyone he ends up on a fourth date with. Not because the universe matched it. Because it's the kind of sentence that fits. There's a classroom demo from the forties: every student got the same generic personality sketch, and rated it as remarkably accurate about themselves.

Gladys The horoscope effect.

Andrey The horoscope effect, applied to a wish. Write a broad enough wish and the world will look like it answered, because the wish was shaped to fit whatever came.

Gladys That's the outcome-flexibility thing from the testing essay.

Andrey It is. And there's a darker version of the same mechanism. If the expectation is a grand statement Sam doesn't actually believe — "everyone I meet is drawn to me" — the affirmation research says it backfires. For exactly the people most likely to be saying it.

Gladys The low self-esteem finding.

Andrey Positive self-statements made people with low self-esteem feel worse. So the expectation has to be one the person can hold. "Two conversations tonight, and I follow up on one" — holdable. "Everyone is drawn to me" is a reminder that they aren't.

Gladys So the dose matters.

Andrey The dose matters. And the warmth study's participants weren't asked to believe anything grand. They were led to expect that one person would like them. That's the size of expectation that works.

The interview, and the person on the other side

Gladys One domain we haven't done, and it's the one people are actually searching. Interviews.

Andrey Interviews are the cleanest case, because the other person's paid to decide and has a form.

Gladys So does warmth do anything against a form?

Andrey More than you'd think. And for a reason that isn't flattering to interviewers. The form has boxes for skills. The interviewer fills them in about ten minutes after they've decided whether they like the person. Warmth moves the liking. The boxes follow.

Gladys That's cynical.

Andrey It's the first-impressions literature, which is a whole other episode. The point for this one: the warmth loop runs in a room with a form on the table. And the candidate who expects to be accepted asks the better follow-up question, holds the pause after a hard answer instead of filling it, and reads "we'll be in touch" as a sentence rather than a verdict.

Gladys And the candidate who expects rejection.

Andrey Answers the question they were afraid of instead of the one they were asked. I've done it. Most people have.

Gladys Is there any evidence the practice specifically — the morning routine — helps in interviews? Or is this the warmth study by analogy?

Andrey By analogy. And I want to say that clearly. The warmth study was peers. An interview's asymmetric. The mechanism should carry, because it's about the candidate's behaviour and the interviewer's a person — but nobody's run the study, and I'm not going to pretend they have.

Gladys Good.

Andrey What has been run is the planning work. A candidate who's pictured the room, the first question, and what they'll do when they blank — does better than one who's pictured the offer. That's process versus outcome, from the first episode. Applies here exactly.

Gladys So — honest advice for someone with an interview on Thursday.

Andrey Picture Thursday. Not Friday. The chair, the first question, the moment you lose the thread and the sentence you'll use to get it back. Expect one person in the room to like you — that's the size of expectation the evidence supports. And count the interviews as attempts, because three interviews at one in five isn't a verdict on you either.

Gladys I'd add one thing, from the sceptic's bench. Send the thank-you note. It's the follow-up. It's the kinder reading of "we'll be in touch." And it costs nothing.

Andrey The thank-you note is warmth in writing. Yes.

The other side of the loop

Gladys Something's been bothering me since the warmth study. It cuts both ways, doesn't it? If my expectation shapes how warm I am — then other people's expectations of me shape how warm they are to me. I'm on the receiving end of a hundred loops I didn't start.

Andrey Yes. And that's the part the manifestation framing can't hold, because it puts the whole loop inside one person.

Gladys Say it plainly.

Andrey If someone walks in already expecting to dislike you, they'll be cooler, and you'll read the coolness, and you'll be cooler back, and they'll leave with their expectation confirmed. Same mechanism, other direction. And no amount of your own alignment resets it. Some of what you experience as rejection is somebody else's prophecy fulfilling itself... on you.

Gladys Which is a strange kind of comfort.

Andrey It's a real comfort, and it's true. Not every cold room is about you. Some of it's the weather the other person brought in.

Gladys But then warmth is still your only move.

Andrey Warmth is your only move, and it's a good one, because it's the only variable in the room you hold. You can't change what they expected. You can change what they get. Sometimes it's enough to flip the loop. Sometimes it isn't. And that's the day you count as an attempt, and go home.

Gladys I'd like more than that.

Andrey So would everyone. The alternative is the book that says you control the whole room. And the book's lying. And the lie has a bill attached.

The wish that was written to fit

Gladys I want to go back to the notebook once more, because there's a practical instruction hiding in the horoscope point and you skated past it.

Andrey Which is?

Gladys If broad wishes feel answered because they fit anything — then a narrow wish is a test and a broad wish is a trap. That's actionable.

Andrey It's the most actionable thing in the episode and you're right that I skated. Write the wish so it can fail. "Someone kind" can't fail. "Three dates with the same person by the end of March, and I've told them something true about myself on each one" — that can fail. And because it can fail, it can succeed in a way that means something.

Gladys And the attempts go in the wish.

Andrey The attempts go in the wish, because the attempts are the part you control. "Two conversations a week" is a wish about you. "The right person appears" is a wish about the universe, and the universe has been unresponsive in every test so far.

Gladys So the honest version of "manifest a partner" is: decide the behaviour, count it, let the odds do what odds do.

Andrey With one addition. Expect the conversations to go well. At a size you can believe. Because that expectation is the warmth, and the warmth is the part that's been shown to work.

Gladys That's not romantic.

Andrey It's the only part of this whole subject that's been shown in a laboratory to make another person like you more. I'd call that romantic enough.

What we know, what we don't, what would settle it

Andrey Ending. Known.

Gladys Known: expecting acceptance produces warmth, and warmth produces acceptance — with a manipulation experiment behind it. If-then plans turn wishes into attempts — meta-analysis behind them. Attempts do most of the work, arithmetically. Optimism helps, through behaviour. Grand self-statements backfire for people who don't believe them. And generic wishes feel answered because they were written to fit.

Andrey Uncertain.

Gladys Whether the warmth effect's as big outside a lab pairing — in a bar, an interview, where the other person's got their own agenda. Whether manifestation belief adds anything beyond ordinary optimism once you control for optimism, which nobody's tested. And how big the attempts effect really is per person, because that depends on the odds per attempt, which nobody knows for their own life until they count.

Andrey And what would settle it.

Gladys A field study. Log attempts, warmth ratings from the other side, and outcomes — practice group and control, a few months. Cheap, actually. And on the personal scale: a person counting their own attempts for thirty days. Which is the thing the site keeps asking people to do.

Andrey The attempts calculator's on the site if you want to see your own numbers. Put in the odds you think one attempt has, and how many you actually made, and it'll tell you how much of the story was volume.

Gladys I ran it before we recorded. With my own numbers.

Andrey And?

Gladys And I'm not sharing them on a podcast. But the answer was "mostly volume." Which I resent.

Andrey That's the correct reaction. Next time: numbers, sigils, talismans, and your hypothetical aunt's parking space.

Gladys She's going to be so vindicated.

Andrey She is not. See you next time.