The Likeability Bias for Women

The likeability penalty: why women can’t win, and what workplaces must change

She speaks up in the meeting and she’s called aggressive or “too much”. She stays quiet and she’s called passive. She negotiates her salary and she’s labelled difficult  or she accepts the first offer and she’s seen as a pushover. Welcome to the likeability trap, one of the most insidious, well-documented, and stubbornly persistent barriers facing women in the workplace today.

If you are a professional woman, you have almost certainly felt it, that subtle recalibration you do before speaking to read the room or guage the audience.  Maybe you soften of your language or smile you add so you don’t seem “cold.” And if you lead or manage people, you’ve probably seen it play out in performance reviews, promotion decisions, and hiring panels,  before you’ve even noticed.

This is the likeability penalty for women, and it is costing organisations some of their most talented people.

What is the likeability penalty?

The likeability penalty refers to the social and professional cost women pay when they behave in ways that are considered assertive, direct, or ambitious—behaviours that are rewarded and even expected in men. The research on this is extensive and consistent. When men and women exhibit identical leadership behaviours, women are routinely rated as less likeable, less hirable, and less desirable as colleagues.

At the heart of this is what researchers call the gender-role congruity theory. Society holds two overlapping sets of expectations: communal traits (warmth, collaboration, empathy) are expected of women, while agentic traits (confidence, assertiveness, ambition) are expected of leaders. When a woman displays agentic traits, in other words, when she acts like a leader, she violates gender expectations and faces a backlash. She is seen as competent but cold, effective but off-putting. She gains professional credibility and loses social currency at the same time.

This is not a perception problem that women need to manage but a structural bias problem that organisations need to fix.

The double bind: damned if you do  – doomed if you don’t

The likeability penalty is particularly pernicious because it creates a double bind with no clean exit. Research from Catalyst, McKinsey, and numerous academic institutions consistently finds that women who conform to communal expectations are liked, but not promoted. Those who adopt agentic traits are promoted (slightly) more, but punished socially and often professionally for it.

The double bind shows up in very specific ways at work in the ways women hold back or adapt their behaviour.

• Negotiations: When women negotiate assertively for salary or resources, studies show they are rated as less likeable and less hirable than men who use identical language and tactics. The act of advocating for themselves triggers the backlash that advocating for others would not.
• Giving feedback: Women who deliver direct, critical feedback are described as harsh or unkind. Men delivering the same feedback are described as helpful or honest.
• Showing ambition: Women who express clear desire for promotion or leadership roles are often perceived as pushy or self-serving. Men expressing the same ambitions are seen as driven and leadership-ready.
• Expressing anger: Research by Victoria Brescoll and Eric Luis Uhlmann found that when people were told an employee had expressed anger at work, they attributed the anger in men to external circumstances and in women to internal character flaws—reducing women’s status but increasing men’s.
• Staying quiet: Conversely, women who hold back, ask rather than tell, and use hedging language (‘I was just wondering if perhaps…’) are not penalised for being too masculine, but they are overlooked, talked over, and underestimated in what w e call “Daily Dimming “.
• Likeability labour: volunteering for non-promotable, invisible tasks to people please, fit in or to avoid being eprceived as negative.

The message women repeatedly receive is: be warm enough to be liked, but not so warm that you won’t be taken seriously. Be assertive enough to lead, but not so assertive that you make people uncomfortable. The bandwidth is impossibly narrow, and the goalposts move depending on who is evaluating.

Also known as the Goldilocks Dilemma  -women are never sure what is exactly right.

The numbers behind the narrative

This is not anecdote. The likeability gap has been documented across industries, geographies, and decades of research:

• A landmark study by Madeline Heilman et al. found that women described as successful in male-dominated roles were rated as significantly less likeable and more personally hostile than equally successful men.
• McKinsey’s Women in the Workplace report consistently shows that women who negotiate assertively are labelled ‘too aggressive’ at twice the rate of men.
• A Yale study found that when job candidates negotiated salary, women were penalised with lower likeability scores and fewer job offers—men were not.
• In performance reviews, language analysis tools have found that women are far more likely to receive feedback about their personality and interpersonal style, while men receive feedback focused on results and technical skills (Textio).
• The KPMG Women’s Leadership Study found that 67% of women report that imposter syndrome is directly linked to fear of being seen negatively,a fear that is, given the data, not irrational.

Intersectionality and the Likeability Penalty

The likeability penalty is not experienced equally by all women. Research consistently shows that the backlash is compounded for women of colour. Black women, in particular, face what scholars have termed the ‘angry Black woman’ stereotype, a racialised form of the likeability penalty that punishes them more severely for any expression of assertiveness or frustration. Asian women face a different version: expectations of deference and quietness that penalise them when they step into visible leadership. Latinas navigating between cultural expectations of warmth and professional norms of directness report a similar friction.

Seniority also shifts the terrain. Junior women often find that leaning warm and collaborative is a survival strategy. Senior women—particularly those who have reached the C-suite or board level, often report that they paid a high personal and reputational price for the very behaviours that got them there. Their directness, once tolerated as situationally necessary, becomes a retroactive liability in how they are remembered and assessed.

Why ‘just be more likeable’ is the wrong advice

There is a well-meaning but deeply counterproductive body of advice that tells women to navigate the likeability trap by becoming better at seeming warm and collaborative while also being assertive. Smile more. Soften your language. Ask rather than tell. Lead with ‘we’. Use a question at the end of your sentence to signal openness.

This advice is problematic for three reasons because it’s .

• Places the burden of fixing a structural bias on the person being harmed by it. It’s sytems which need to be changed. Instead this is positioned as “Imposter Syndrome”
• An exhausting, cognitively expensive performance that compounds over a career and contributes to burnout and attrition which is more systemic weaknesses.
• Doesn’t actually work. Research shows that women who use these strategies are sometimes rated as slightly more likeable—but rarely more promotable. The bias does not disappear; it simply shifts.

The real work is not in teaching women to be more palatable but training evaluators to notice and interrupt the bias.

What organisations must do: six evidence-based interventions

Addressing the likeability penalty requires deliberate, systemic change. Here is where to start:

1. Audit performance review language. Implement structured reviews of the language used in written evaluations. Tools like Textio and internal audit processes can identify whether women are disproportionately receiving personality-based feedback and men are receiving results-based feedback. Then change the template. it’s also important to train all employees on unconscious bias if they are giving 360° feedback baecause understadning the bias in langauge is important.
2. Standardise promotion criteria before decisions are made. Vague criteria invite bias. When promotion panels define what ‘leadership readiness’ looks like in behavioural, results-based terms before they evaluate candidates, the gap between men’s and women’s advancement rates narrows significantly.
3. Train evaluators, not just employees. Unconscious bias training for women is largely ineffective. Unconscious bias training for the people making decisions, with accountability mechanisms, is where organisations should concentrate investment.
4. Create structured sponsorship programmes. Sponsorship, where senior leaders actively advocate for women in rooms where decisions are made, is one of the most evidence-backed interventions available. It partially substitutes for the social capital that the likeability penalty erodes.
5. Examine your meeting culture. Who speaks? Who gets interrupted? Whose ideas get adopted versus credited to someone else five minutes later? Organisations that train leaders to notice and interrupt these patterns see measurable improvements in how women are perceived and evaluated.
6. Make the bias visible. Sharing data on pay equity, promotion rates, and attrition by gender (and intersectional categories) creates accountability  because silence protects the status quo.

What women can do (without selling themselves short)

While the structural work is essential, women navigating real workplaces right now also benefit from practical strategies. These are not about performing warmth to placate a biased system—they are about building power strategically while the system catches up.

• Document your outcomes. Keep a running record of results, not just effort. When subjective likeability criteria creep into evaluations, objective evidence of impact provides a counterweight.
• Build a sponsor, not just a mentor. A mentor gives advice  but a sponsor advocates even if you are not around or especially if you are not in the room. The most career-advancing relationships are with people who speak your name positively when you’re not in the room.  Download this FREE resource Mentoring: The Ultimate Guide 
• Name the dynamic when it is safe to do so. Research shows that when women (or anyone) label a double standard as it is happening, clearly and without aggression,it disrupts the pattern. Saying ‘I notice this feedback focuses on style rather than outcomes’ is powerful and specific.
• Build coalitions. Solidarity among women in an organisation is underrated. When women actively credit, amplify, and advocate for each other, they collectively counteract the competitive framing that the likeability penalty often encourages.
• Know when to leave. Some environments are structurally hostile to women’s advancement and will not change. One of the most important career skills is accurate diagnosis: knowing when to keep building within a system and when to build elsewhere.

The likeability penalty is an organisational issue

The likeability penalty is not a women’s issue. It is an organisational performance issue. Every time a talented woman is passed over for promotion because she was ‘too direct’, every time her salary negotiation triggers discomfort rather than respect, every time her anger is seen as a character flaw rather than a reasonable response to a real problem, the organisation loses. It loses her full contribution and signals to every other woman watching that the glass ceiling (and floor) are real, reinforcing a leadership culture built on conformity rather than capability.

The research is detailed, and the tools exist, but what is needed is the organisational will to use them. If you are building or running an inclusive workplace, dismantling the likeability penalty is not optional; it should be a priority.

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