The Yan Transformation: The Workplace's Most Unsolvable Reverse Elimination Was Never About Ability

During the Spring and Autumn period, Yanzi governed Dong’e, leaving behind a story later known as the “Yan transformation.”

At first, Yanzi administered with impartiality and integrity, strictly upholding the rules: he stamped out the informal practices of favoritism, fraud, and exploiting the common people; he showed no partiality, took no bribes, and indulged no local strongmen, devoting himself wholly to settling the people’s livelihood and bringing them benefit. As an objective fact, the people of Dong’e lived and worked in peace, the social climate was clean and upright — genuinely good governance. Yet what reached Duke Jing of Qi’s ears was an avalanche of bad reviews: Yanzi’s diligence earned him nothing but the ruler’s stern rebuke and wholesale repudiation.

Once he understood how the game was played, Yanzi completely changed his way of governing. He no longer held the line of law and principle; he let powerful clans annex land for profit, tacitly allowed officials to squeeze the people, and spent public funds currying favor with the ruler’s close aides and local dignitaries. Within a few short years, Dong’e’s livelihood withered and its people suffered — yet the court overflowed with praise for Yanzi, and Duke Jing commended him lavishly and promoted him beyond the normal order.

One era of good order, one of chaos; one demotion, one commendation. Behind the enormous contrast lay no change in Yanzi’s ability, no dispute over his objective record — only this: the interests of those who filter information had completely overridden the facts.

The cruelest part of this story isn’t the value-inverted evaluation system, but the vast gulf between ancient and modern rules: Yanzi ultimately got an audience with the ruler and pleaded his case face to face, tearing open the middle-tier power brokers’ informational lies and clearing his own name. In the modern workplace, rank-and-file employees usually never get that chance to turn the tables.

01 The Yan Paradox: The Underlying Logic of Inverted Judgment

Many people mistakenly believe the workplace rewards ability, attitude, and results — that it rewards sticking to principles and working steadily. But the Yan transformation reveals an unspoken workplace rule: the power to evaluate has never belonged to the people at the bottom who create value; it is monopolized by the middle layer that transmits information. The facts themselves hardly matter; the interests of whoever filters the facts are the sole standard for judging good and bad.

Modern enterprises love to tout “flat management,” claiming to remove hierarchy, value hands-on work, and listen to the people — but this is mostly paper rhetoric and marketing gimmickry. The real workplace chain faithfully replicates the complete hierarchical closed loop of the ancient officialdom:

Front-line employee → direct supervisor → department executive → company owner

In this chain, every layer of middle management is a tight information filter and, moreover, a solidified community of interests. The boss sits high above, far from front-line operations, with neither the time nor the channel to witness the real working state of the grassroots, the real predicaments of projects, or the real ecology of teams. All employee evaluations, work reports, performance summaries, and problem feedback pass through the middle layer’s screening, trimming, beautification, and tampering.

• Content that serves middle-management interests and conforms to the informal rules gets infinitely amplified and reported up the ranks;
• Truths that harm their private interests, break workplace tacit understandings, or expose management problems get completely blocked and deliberately concealed.

This creates the workplace’s normalized “Yan paradox”: employees who do solid work and hold to principles usually end up badly.

Finance staff who strictly review reimbursements and eliminate gray spending get accused of being rigid and inflexible; project people who seek truth and refuse personal-favor friction get criticized for low EQ and poor collaboration; engineers who cut formalism and focus on quality and efficiency get labeled passive and insubordinate; front-line managers who show consideration for employees and report problems honestly get judged as weak in execution and lacking drive.

Their core problem was never insufficient ability or laziness. It’s that they upheld the company’s formal rules, protected the enterprise’s long-term interests, and defended the fairness of the grassroots order — while damaging middle management’s vested interests and breaking the deep-rooted informal rules of the workplace. The middle-tier group that controls the information channels spontaneously forms a united front: collective smearing, complaint upon complaint up the chain, deliberate suppression — until the doers are left bearing bad reviews, missing opportunities, and pushed to the margins.

02 How a Rule That Benefited the Company Became a “Values Problem”

My last job made me a firsthand witness of the Yan paradox.

Before that, I had long been building automation to improve department efficiency, with real results. For my first three years, outstanding performance earned me three consecutive promotions and raises. During that period I was full of drive, believing that if you just do solid work and create value, workplace rewards follow naturally.

The turning point came when I took over the company’s non-standard request intake work. My previously smooth career trajectory suddenly started sliding downhill. Looking back, this sandwich-layer job touched certain informal rules to varying degrees — upward, downward, inward, and outward.

At the time, the incoming leadership set a very clear goal: intercept low-value customization requests as much as possible. These non-standard demands endlessly crowd out product and R&D manpower and stretch project schedules; if one truly can’t be refused, charge the customer a customization service fee to offset the extra development cost.

I executed this top-level rule strictly. After a while the results were obvious: meaningless ad-hoc requests dropped sharply, the R&D team was no longer repeatedly fragmented by scattered custom features, and the company could cover extra costs through fees. From any angle you look at it, this was a pragmatic approach grounded in overall cost and long-term capacity.

But this rule directly harmed the short-term interests of front-line sales and the customer-success department. For them, intercepting requests and proactively charging fees made communication harder, easily provoked customer dissatisfaction, and affected short-term client relations and deal signing. So the departments privately resisted and complained nonstop — only, back then the top-level direction was clear, and the negative feedback couldn’t sway the judgment.

The turning point came with a management change. The leader who had insisted on long-term cost control was laid off for “values misalignment,” and after the new director took office, the strategy flipped 180 degrees: accept every customer request, and charge no customization fees whatsoever.

Once the new rule was out, all of front-line sales cheered; deal friction dropped sharply. But the pressure was transferred entirely to product and R&D at the back: massive numbers of scattered non-standard requests poured in, and the dev team ran overloaded. Sandwiched in the middle in an execution role, I was caught both ways.

03 Information Blockage: The Grassroots Backfills, the Middle Layer Filters

After the rule change, I synced all counterpart colleagues immediately. But cross-department staff are scattered, information naturally lags, and it’s hard to get everyone fully in sync.

I quickly realized that the optimal path for transmitting the new strategy efficiently and without distortion was for top-level managers — the product lead, the CTO — to sync it uniformly from the top down. When senior leaders speak, departments naturally cooperate with implementation, reducing information deviation at the root.

But my direct middle-manager had no desire whatsoever to push this upward. His operating logic always prioritized pleasing the layer above. He waved it off lightly: “If the executives sync even a tenth of it, that’s already great — the rest of the communication work all falls to us at the bottom to backfill ourselves.”

Not only was he unwilling to open channels upward, he turned around and declared that I “had a values problem,” accusing me of rigidity and lacking service awareness.

I was forced to run back and forth across departments syncing the new rule over and over, burning enormous extra energy to fill the communication vacuum left by management. What was even more grinding was that company strategy had no long-term stability: policies swung constantly, and morning decrees annulled by evening were the norm. Not long after, the non-standard intake rules changed again, and the communication rhythm I had just sorted out was demolished and rebuilt from scratch. Repeated internal friction and baseless accusations thoroughly wore away my enthusiasm for the work.

From beginning to end, my starting point was never to shirk work or give the front line a hard time. What I intercepted were customers’ essentially worthless personal demands — the bizarre customizations sales would burn product and R&D resources on just to close a deal. Everything I did was to balance costs across every link of the company, protect core R&D capacity, and avoid the resource waste of unlimited customization. But inside the middle layer’s information-filtering system, all this pragmatic persistence was dissolved and distorted; a single “values misalignment” erased every delivered result and every big-picture consideration.

04 When “Values Assessment” Becomes Middle Management’s Interest Preference

Applied to my non-standard-request work, this information-filtering logic is clearly visible:

Facts, the global interest, and long-term development carry zero persuasive power in the face of the middle layer’s unified interest preference. The so-called “values assessment,” much of the time, isn’t judging whether employees embrace the enterprise’s long-term goals — it’s measuring whether employees submit to the middle-tier circle’s short-term demands, and whether they’re willing to take the fall for all of management’s communication and execution.

Conversely, those who abandon principles and cater to the informal rules sail along smoothly, winning commendation after commendation. Employees who loosen institutional baselines, tolerate gray operations, cooperate with formalism, hand benefits to the middle layer, and hype their superiors get carefully packaged and vigorously recommended upward — even if their actual work is riddled with holes, their real value is negligible, or they even damage the company’s long-term interests. What reaches the boss is all positive reviews: proactive, strong in execution, good at collaboration. Promotions, raises, and tilted resources naturally follow.

05 Performance Scoring: Carefully Curated “Facts”

This experience also showed me the most realistic flaw in performance reviews: the initiative in scoring lies entirely with your direct supervisor — objective workload and overall contribution don’t count for anything, and the evaluation standard can tilt at will.

I remember that shortly after the new director took office, he said something pointed to my face: “For your performance review, your direct supervisor accounts for 90%; I account for only 10%.”

On the surface this sounded like an explanation of the review rules, but it was actually a veiled warning. It told me: the person who decides my performance, my year-end bonus, my rating, and whether I keep my job is my direct supervisor, not the director. Even if the director thought highly of me, he could hardly reverse the final result; as long as my direct supervisor scored me low, the overall rating would still tank.

The deeper subtext was: don’t skip levels to complain, don’t go around your direct supervisor to seek the director’s backing, and above all don’t stand against your direct leader. That 10% weight in the director’s hands is essentially a gesture — he won’t override his own middle managers for an ordinary employee. The so-called 90/10 weight split merely institutionalizes the fact that “your supervisor decides.”

If they want to score you high, reasons can be assembled at will

Once leadership approves of you, all your work gets magnified. Even routine task completion can be distilled into highlights — proactively backfilling, cross-department coordination, optimizing processes on your own initiative, cutting costs and boosting efficiency — all rolled into your performance review comments. Every small thing can be packaged as a core contribution to support a top rating. Scattered negative feedback from others is simply ignored, downplayed, glossed over, and excluded from the judgment.

If they want to push your rating down, the method is simple and effective

The leader doesn’t need to repudiate your work wholesale — he just needs to deliberately curate your evaluators: specifically inviting colleagues who have disagreements with you, conflicts of interest, or whom you’ve constrained by the rules, plus business counterparts, to participate in the peer review.

Even if you’ve accomplished a hundred things that benefit the company, offending just two people means those two people’s negative reviews get singled out and magnified — treated as hard proof that you communicate badly, don’t collaborate, and are stubborn and rigid. Your massive positive results get quietly omitted, and a handful of adversarial cases is used to define your entire work performance. The low rating then follows as a matter of course.

The essence is still information-filtering logic

The review itself is supposed to synthesize all the facts, but the power to score, to select peer reviewers, and to keep or discard feedback sits with middle management. His personal preferences and interest position directly decide which information upper management gets to see and which gets sealed away. The complete, objective facts have no voice; whatever the filter chooses to amplify or hide is where the final performance result tilts.

Much of the time, the so-called 360-degree peer review and multi-directional assessment actually become tools for management to suppress rule-abiding doers — nowhere near objective or fair.

06 Workplace Reverse Elimination: From Rule-Keeping Doers to Opportunistic Caterers

When the power to interpret and evaluate information is entirely in middle-management hands, the workplace forms a normalized reverse elimination:

• Doers who think for the whole picture and keep to stable rules suffer setback after setback until they lose heart;
• Those who abandon long-term value and cater to the middle layer’s short-term interests sail smoothly, winning recognition and resources.

This is the workplace’s most helpless “Yan transformation”: countless people who originally held to their principles and worked steadily are forced to compromise under sustained suppression and unfairness. They see the truth: obeying the written rules and creating real value earns no recognition; only catering to middle-tier interests and submitting to the informal rules gets you survival resources. So more and more people abandon their doer’s original intent, get swept into formalistic friction, take part in interest-trading, submit to the deformed rules — and ultimately complete the transformation from “rule-keeping doer” to “opportunistic caterer.”

Hai Rui stood alone in officialdom upholding law and principle, abolishing abusive informal practices and stripping the bureaucratic group of its gray benefits — only to be collectively ostracized, shelved, and marginalized. Zhang Juzheng forcefully pushed reform, tightened discipline over officials, and squeezed their rent-seeking space — but with no accompanying compensation of interests, his policies died with him and he was ruthlessly purged after death. Their tragedies are exactly the same as the predicament of today’s doers: what they fought was never a single person, but an entrenched web of interest groups and deep-rooted systemic informal rules.

07 The Modern Workplace, Where Turning the Tables Is Impossible

What’s crueler still is that the modern workplace has completely cut off any possibility of a Yanzi-style reversal.

In ancient times, Yanzi was an official with a legitimate channel to an audience with the ruler, able to break the middle layer’s information blockade in one stroke and restore the full picture of the facts. But for ordinary workplace people, skipping levels is an invisible taboo, and reporting up the chain layer by layer is the only compliant process. Any act of bypassing your direct supervisor to contact executives or the boss directly gets defined as not knowing the rules and challenging managerial authority — even if your appeal briefly succeeds, you’ll face targeted retaliation and petty persecution from the middle layer afterward.

The enterprise’s so-called anonymous suggestion boxes, employee forums, and morale surveys have long been hollow. Attendees are designated by middle management, survey data is aggregated by middle management, negative and pointed demands get screened out, and questions touching managerial interests get deliberately covered up. Rank-and-file employees have no independent voice, no equal chance to appeal, let alone any power of speech that reaches the top and breaks the information monopoly.

When the power to interpret, evaluate, and disseminate information is completely monopolized by the middle layer, facts lose their meaning. What the boss sees is never the real team ecology, but a “false mirror” carefully constructed by middle management; whom the enterprise rewards is never the people who truly create value, but those who know how to maintain circle interests and submit to informal rules.

In In the Name of the People, Chen Qingquan, vice president of the Jingzhou People’s Court in Handong Province, has a line: “However you say to try the case, that’s how I’ll try it — the power to interpret the law rests with me.”

The law is supposed to have unified, objective statutes, with interpretation belonging to the legal system, not to individuals. But Chen Qingquan held real adjudicating power and turned legal interpretation into a private tool: whatever verdict the powerful wanted, he twisted the statutes accordingly — judicial fairness yielding completely to favors and interest exchange.

This line and the underlying logic of performance reviews and information filtering are entirely of a piece: Chen Qingquan held the power to interpret the law, reading the rules however his interests preferred; workplace leaders hold the power to evaluate performance, and to score you high or low they need only filter for information favorable to themselves and ignore all objective facts. What they share is this: the final power to interpret the rules rests with the mid-level power holders, while objective facts and written institutions are merely tools to be picked up or discarded at will.

Aren’t the workplace’s “values,” “collaboration ability,” and “service awareness” just another set of “legal statutes” whose interpretation middle management controls? The same behavior can be read as “holding to principles” or branded “inflexible”; it can be packaged as “proactively backfilling” or twisted as “overstepping and meddling.” Whoever holds the power of definition holds right and wrong itself.

08 Final Thoughts

The greatest drain in the workplace is never the heavy workload, but an information-and-evaluation system that turns black into white.

You protect the company’s overall interests, yet the system denies you in the name of “values”; you seek stable, orderly rules, yet management flips policies morning and evening; you hope for open communication channels top and bottom, yet the middle layer actively blocks the path for truth to travel upward. When justice for doers can only rest on chance encounters, with no institutional guarantee whatsoever, the job naturally stops offering any reason to give your all.

Understanding the workplace truth of the Yan transformation isn’t meant to make people passively self-destruct or go along with the mud — it’s meant to help people step out of the trap of “self-doubt.” Much of the time, your frustration, your grievance, your lack of recognition is never because you aren’t excellent enough, hardworking enough, or flexible enough; it’s simply because you refuse to compromise with deformed rules and won’t join a calcified circle of interests.

The highest form of adult workplace clarity is recognizing this irreversible systemic closed loop: ordinary employees cannot change the structure of information monopoly, much less fight collective vested interests. Don’t cling to moving the system with hard work; don’t agonize over changing the rules with righteousness. Hold your own bottom line, focus on self-growth, stay away from fruitless internal friction, and keep the confidence that you can walk away at any time — that is the ordinary person’s best way to break the game.