Do People Like You More Than You Think?

You said goodbye, walked out the door — and your brain immediately rewound the tape.

That awkward pause when you tried to answer their question. The joke that landed in silence. The moment you talked for too long about something they clearly weren't that interested in. By the time you got home, you'd run the full post-match analysis: they thought you were boring, or weird, or just not quite worth remembering. The verdict felt certain.

Here's what the research actually shows: that verdict is wrong. The liking gap — a consistent finding documented by Erica Boothby and colleagues in 2018 — is the name for the systematic way people underestimate how positively their conversation partners experienced them. Most people have never encountered this evidence, and it could meaningfully change how they move through the social world.

The good news is that the bias is predictable, which means you can work around it.

The liking gap: what researchers found

In 2018, Erica Boothby and colleagues published a series of studies on what happens right after people have conversations. The settings included strangers getting acquainted in a lab, first-year college students getting to know their dorm mates, and members of the public meeting at a personal development workshop. After each conversation, participants rated how much they liked their partner, and how much they thought their partner liked them.

The gap was consistent. People liked their partners more than they predicted being liked back. This pattern, which Boothby, Cooney, Sandstrom, and Clark called the liking gap (Psychological Science, 2018), held across conversations of varying lengths and across different study designs.

What makes the finding particularly useful is that it didn't disappear quickly. In the dorm study, the gap persisted for months as students developed new relationships. Even after repeated interactions, people still underestimated how much the other person liked them.

The implication takes a moment to land: after many of the conversations you have, the other person may walk away thinking better of you than you believe they do.

The spotlight that isn't pointing at you

A related effect helps explain why the liking gap exists.

Thomas Gilovich, Victoria Medvec, and Kenneth Savitsky described the spotlight effect in 2000 (Journal of Personality and Social Psychology). The core finding: people believe they're under far more scrutiny than they actually are. We assume others notice our mistakes, awkward moments, and perceived failings far more than they do. In the best-known version of the study, participants wearing an embarrassing Barry Manilow T-shirt estimated that roughly twice as many people noticed it as actually did (secondary sources report about 46% estimated versus about 23% actual).

The spotlight effect and the liking gap are related. One plausible way they combine: you imagine that every imperfect moment in the conversation was obvious and memorable (spotlight effect), and that imagined visibility feeds a prediction that the other person liked you less (liking gap). Neither step tracks reality well, and they tend to hit hardest in exactly the moments when you most want to make a good impression.

Why your brain runs this program

Your brain isn't malfunctioning when it does this. It's running a very old program.

A common evolutionary explanation is that humans evolved in small, tight-knit groups where social rejection had real costs — loss of protection, resources, and cooperation. A brain that monitored constantly for signs of disapproval may have had a survival advantage over one that didn't. The hair-trigger for social threat would have made sense.

What hasn't updated is the context. The person you just met at a networking event or a friend's dinner party isn't evaluating your survival prospects. But your nervous system doesn't always make that distinction.

There's also an asymmetry in what you each have access to during the conversation. You experienced every thought you had — the ones you didn't say, the self-corrections you made mid-sentence, the background anxiety you were managing the whole time. Your conversation partner only heard the words you actually spoke. Boothby and colleagues describe the gap as a mismatch of attention: people focus on their own performance and miss signals of liking that outside observers could detect. Think of your inner critic as reviewing the director's cut, complete with deleted scenes and commentary track, while the other person only watched the theatrical release.

When you replay the conversation at home and feel bad, you're holding yourself to a standard no one else applied.

What this research can and can't tell you

It's worth being precise about what the liking gap findings actually show.

The studies were conducted in controlled or semi-controlled settings, largely with students and adult volunteers. The effect is an average across many interactions — not a guarantee about any specific conversation. Some conversations do go badly. Some people genuinely aren't a match for you, and reading social feedback accurately still matters.

What the research demonstrates is that the baseline is biased toward the negative. The default assumption isn't neutral — it's tilted in a consistently negative direction. That means even when a conversation goes genuinely well, you're likely reviewing it through a lens that adds difficulty and subtracts positive evidence. You're running with a sensor that systematically misreads neutral and positive interactions as worse than they were. That's a calibration problem, not a question of whether social feedback exists.

One more note: if social anxiety is persistent, significantly affecting your relationships, or interfering with daily life, the liking gap is interesting context — not a treatment. Talking to a mental health professional offers more than any single research finding can. What this data provides is a recalibration tool for ordinary social discomfort, not a solution for clinical anxiety.

How to use this before your next conversation

The liking gap gives you something concrete. Five practices translate the research into daily use:

• Name the bias before you walk in
• Ask more questions, especially follow-ups
• Delay the post-conversation review
• Do a complete inventory of what actually happened
• Give the relationship more than one data point

Here's how to apply each one.

Name the bias going in. Before a social situation you're anxious about — a first date, a job interview, a gathering where you don't know many people — remind yourself explicitly: my post-conversation review will probably be harsher than the other person's. You're not predicting the future; you're flagging a known flaw in the reporting system. You're setting the error bar correctly before the data comes in.

Ask more questions. Research by Huang, Yeomans, Brooks, Minson, and Gino (Journal of Personality and Social Psychology, 2017) found that people who ask more questions, especially follow-up questions, are better liked by their conversation partners — and that people don't anticipate this effect. You don't need to be witty or impressive. Curiosity does more heavy lifting than performance. A question you're actually curious about is one of the easiest contributions you can make to any conversation.

Delay the review. Instead of replaying the conversation the moment you get home, consider waiting a day. The emotional charge often reduces, and you may be more likely to remember the moments that went well — the laugh, the real question they asked back, the point where they leaned in. Your brain will highlight the stumbles first; time gives the rest of the picture a chance to surface.

Do a complete inventory. When you catch yourself replaying a conversation negatively, ask: what am I leaving out? Did they maintain eye contact? Did they laugh at something you said? Did they ask you a follow-up question? The liking gap suggests we under-read the signs of liking our partners give us. A deliberate inventory counteracts that.

Give the relationship more than one data point. The liking gap persisted for months in the dorm study, so one conversation is a poor sample of what someone thinks of you. Most relationships that matter were built on a series of ordinary, imperfect interactions, not on a single flawless performance.

The story you tell yourself on the way home

The liking gap research suggests that a significant portion of the social world you think you're navigating is a world you've authored yourself, from data that's been systematically tilted toward the negative.

You're probably walking around with a mental model of how others perceive you that's harsher than the one they actually hold. The gap between what you assume and what's real isn't noise — it showed up consistently across multiple studies. That's a reliable pattern in how human social cognition works, not an occasional quirk.

The practical upshot isn't that every conversation goes perfectly, or that connection happens automatically if you just think differently. It's that the obstacle you imagine between yourself and other people is, more often than not, an artifact of a miscalibrated sensor. And sensors can be recalibrated. You can notice the bias, check it against the actual evidence from the interaction, and act from a more accurate read.

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