Bull Market Series — Complete Implementation Specification

Based on 大牛市·股殇系列 (Bull Market: Stock Tragedy Series, 2 volumes) — Historical Fiction and Analysis of China's Stock Market Bull Runs

Table of Contents

1. Overview
2. Anatomy of Chinese Bull Markets
3. Market Mania Psychology
4. Crash Dynamics & Patterns
5. Survival Strategies for Bull-Bear Cycles
6. Risk Management During Manias
7. Behavioral Discipline in Extreme Markets
8. Common Mistakes During Bull Markets
9. Lessons from Historical Crashes
10. Complete Trade Lifecycle Example
11. Key Quotes & Lessons

1. Overview

The Bull Market Series (大牛市·股殇) is a two-volume work blending historical fiction with rigorous analysis of China's stock market bull runs and subsequent crashes. Through the stories of fictional characters — retail investors, institutional traders, regulators, and market manipulators — the series recreates the atmosphere of China's great bull markets and the devastating crashes that followed.

Core thesis: Bull markets do not kill investors; the inability to recognize when a bull market has become a mania does. The tragedy (股殇) is not that people lose money, but that they lose money in perfectly predictable ways, making the same mistakes their predecessors made a decade earlier.

The series covers the major A-share bull-bear cycles:

Key insight: Each cycle rhymes with the previous ones. The vehicles change (from T+0 speculation to futures to margin lending to internet finance) but the human psychology is identical.

2. Anatomy of Chinese Bull Markets

2.1 The Seven Phases of a Chinese Bull Market

Phase 1: DESPAIR (绝望期)
  Duration: 6-18 months after the crash trough
  Characteristics:
    - New investor account openings at multi-year lows
    - Trading volume dries to 30-40% of peak
    - Media coverage shifts to other topics
    - Value investors quietly accumulating
    - Remaining retail investors: "I will never buy stocks again"

Phase 2: SKEPTICISM (怀疑期)
  Duration: 3-6 months
  Characteristics:
    - Market rises 20-30% from trough
    - Most investors believe it is a bear market rally
    - Professional investors split: some cautiously optimistic, others still bearish
    - Volume increases modestly
    - "This time is a trap" sentiment dominates

Phase 3: OPTIMISM (乐观期)
  Duration: 3-6 months
  Characteristics:
    - Market rises another 20-30%
    - Economic data improving or expected to improve
    - Policy shifts recognized (rate cuts, stimulus)
    - Media begins covering the rally; tone shifts from skeptical to curious
    - More investors returning; mutual fund sales increase
    - Volume now 2-3x trough levels

Phase 4: EXCITEMENT (兴奋期)
  Duration: 3-6 months
  Characteristics:
    - Market up 50-100% from trough
    - Retail investor account openings surge
    - Margin lending increases rapidly
    - Previously cautious people start buying
    - Every sector is rising; breadth is very wide
    - "Stock god" celebrities emerge on social media

Phase 5: EUPHORIA (疯狂期)
  Duration: 1-3 months
  Characteristics:
    - Market up 100-200%+ from trough
    - Taxi drivers, food delivery workers, college students discuss stocks
    - Margin balance at all-time highs
    - New financial products created (structured products, umbrella trusts)
    - IPO subscription rates at extreme levels
    - Valuations reach absurd levels (PE > 60-80x for broad market)
    - "This time is different" narrative universally accepted
    - Bears are mocked and silenced

Phase 6: DENIAL (否认期)
  Duration: 1-3 weeks
  Characteristics:
    - First sharp decline (5-10% in days)
    - "Buy the dip" mentality strong
    - Government issues verbal support
    - Temporary bounce reinforces "it was just a correction" belief
    - Volume stays high (fighting between buyers and sellers)

Phase 7: CRASH (崩盘期)
  Duration: 2-12 months
  Characteristics:
    - Cascading declines; multiple circuit breaker days
    - Margin calls force selling → more decline → more margin calls
    - Liquidity evaporates; limit-down queues with no buyers
    - Government intervention (rate cuts, trading halts, short-selling bans)
    - Often overshoot to the downside
    - Total decline: 40-75% from peak

2.2 What Drives Chinese Bull Markets

3. Market Mania Psychology

3.1 The Social Contagion Model

The series describes how bull market mania spreads like a virus through Chinese society:

Infection Stage 1: Professional investors (fund managers, analysts)
  → They recognize the opportunity early
  → Their buying initiates the trend

Infection Stage 2: Sophisticated retail investors (经验丰富的散户)
  → They see the trend forming and join
  → Social media discussions begin (Snowball, Eastmoney)

Infection Stage 3: Regular retail investors (普通散户)
  → They see their sophisticated friends making money
  → They open brokerage accounts or reactivate dormant ones

Infection Stage 4: Complete amateurs (完全的新手)
  → They hear about the market from non-financial sources
  → Taxi drivers, hairdressers, elderly parents
  → This stage is the PEAK INDICATOR

Infection Stage 5: The last buyers (最后的接盘侠)
  → People borrowing money, mortgaging property, quitting jobs to trade
  → When there are no more new buyers, the market collapses

3.2 Cognitive Biases Amplified in Chinese Bull Markets

3.3 The Emotional Temperature Gauge

Market Temperature vs. Correct Action:

  ICE COLD (极度恐惧)    → BUY aggressively
  COLD (恐惧)            → BUY selectively
  COOL (谨慎)            → HOLD / accumulate slowly
  WARM (乐观)            → HOLD / begin tightening stops
  HOT (兴奋)             → REDUCE positions; raise cash to 40%+
  BOILING (疯狂)         → SELL most positions; cash 70%+
  OVERHEATED (过热崩盘)  → 100% CASH; wait for ice cold

Indicators for temperature:
  - New account openings (monthly data from CSDC)
  - Margin lending balance (daily data)
  - PE percentile of CSI 300 (historical comparison)
  - Mutual fund sales (monthly)
  - Media tone (qualitative)
  - Social circle stock talk frequency (personal observation)

4. Crash Dynamics & Patterns

4.1 The Crash Cascade

Every Chinese market crash follows a similar cascade:

Trigger event (catalyst)
  → Leveraged positions hit margin calls
    → Forced selling by margin accounts
      → Price decline accelerates
        → More margin calls triggered
          → Liquidity disappears (no buyers at any price)
            → Circuit breakers / trading halts
              → Government intervention
                → Brief stabilization
                  → Renewed selling as relief rallies fail
                    → Capitulation bottom (months later)

4.2 Crash Warning Signs

The series identifies specific quantifiable warning signs:

4.3 Government Intervention Patterns

Chinese market crashes are unique because of the government's willingness to intervene:

Key lesson: Government intervention can slow but not prevent a crash once leverage unwinds. Do NOT rely on government rescue.

5. Survival Strategies for Bull-Bear Cycles

5.1 The Cycle-Aware Investment Framework

Strategy by market phase:

DESPAIR → Maximum equity allocation (70-80%)
  Buy quality stocks at extreme discounts
  Start systematic DCA into index funds
  This requires maximum courage; most investors cannot do it

SKEPTICISM → High equity allocation (60-70%)
  Continue buying on any pullback
  Broaden from quality to include recovery plays
  Confidence building as positions show profits

OPTIMISM → Moderate equity allocation (50-60%)
  Hold existing positions; selective new entries only
  Begin raising trailing stops on all positions
  Start building a sell plan

EXCITEMENT → Reduced equity allocation (30-40%)
  Execute first round of sells (lowest quality positions)
  Tighten all trailing stops
  No new entries except exceptional situations
  Raise cash to 30%+

EUPHORIA → Minimal equity allocation (10-20%)
  Sell aggressively; keep only highest-conviction positions
  Cash to 70%+
  Ignore FOMO; accept you will miss the final 10-20% of the rally

CRASH → Cash allocation (80-100%)
  Sell remaining positions on any relief rally
  Do NOT bottom-fish until DESPAIR phase confirmed
  Preserve capital for the next cycle's accumulation phase

5.2 Valuation-Based Allocation

5.3 The "Last Man Standing" Strategy

From the series' most successful fictional character:

1. Survive the crash: The only thing that matters in a bear market is not losing your capital
2. Buy the despair: When others have given up, you buy with the capital you preserved
3. Ride the recovery: Hold through skepticism and optimism without selling too early
4. Sell the excitement: Begin exiting when the crowd returns; do not wait for euphoria
5. Miss the top: Accept that you will sell too early — the last 20% of a bull market is the most dangerous
6. Repeat: The cycle will happen again; patience is rewarded over decades

5.4 Sector Rotation Through the Cycle

6. Risk Management During Manias

6.1 The Mania Risk Checklist

Review this checklist monthly during bull markets:

□ Am I using margin/leverage? → If yes, reduce to zero
□ Have I moved my exit date? → If yes, the original plan was better
□ Am I holding stocks I cannot explain the business model of? → Sell them
□ Have I stopped checking fundamentals because "everything goes up"? → Danger zone
□ Are non-investor friends asking me for stock tips? → Market near peak
□ Am I considering quitting my job to trade full-time? → Maximum danger
□ Have I calculated my portfolio's total loss if market drops 50%? → Do it now
□ Do I have 6 months of living expenses outside the market? → If no, withdraw now
□ Can I describe my sell plan in writing? → If no, write one immediately
□ Would I be financially OK if my portfolio went to zero? → If no, reduce exposure

6.2 Leverage Management

6.3 Portfolio Protection Strategies

Strategy 1: Systematic cash raises

When market enters EXCITEMENT phase:
  Week 1: Sell 10% of equity portfolio
  Week 3: Sell another 10%
  Week 5: Sell another 10%
  Continue until equity allocation matches target for current phase

This systematic approach prevents selling everything at once
(which feels wrong in a rising market) while steadily reducing risk.

Strategy 2: Quality filter tightening

As market advances, progressively raise the quality bar:

Phase 1-3: Hold any stock with positive fundamental trend
Phase 4: Only hold stocks with ROE > 15% and growing earnings
Phase 5: Only hold stocks with ROE > 20%, net cash, and PE < 30x
Phase 6: Cash only

This automatically sells the weakest positions first.

Strategy 3: The "sleep test"

Ask yourself: "If the market drops 30% tomorrow, can I sleep peacefully
with my current portfolio?"

If yes: Your position size is appropriate.
If no: Reduce until the answer is yes.

In bull markets, revisit this test weekly — euphoria gradually
increases tolerance for risk beyond rational levels.

7. Behavioral Discipline in Extreme Markets

7.1 Rules for Bull Markets

1. Never say "this time is different" — It is never different; the mechanics of human greed are universal
2. Track your conviction reasons — Write down why you hold each stock; if the reason is "it's going up," that is not a reason
3. Have a sell calendar — Pre-commit to selling specific percentages at specific dates or valuation levels
4. Avoid performance comparison — Comparing your returns to a friend's creates pressure to take excessive risk
5. Remember 2007/2015 — Keep a printout of the crash chart on your desk; it will happen again
6. Pre-commit to a maximum portfolio size — Decide the maximum RMB amount you will have in stocks; do not add more capital during euphoria

7.2 Rules for Bear Markets

1. Cash is a position — Holding cash during a crash is not cowardice; it is the optimal strategy
2. Do not bottom-fish too early — The first 30-40% of a crash feels like a "great buying opportunity"; it is not
3. Wait for capitulation — The bottom is marked by total surrender, not by "it looks cheap"
4. Protect your mental health — Avoid checking the market daily during the crash; it will not help
5. Use the time to study — Bear markets are when you learn; bull markets are when you earn
6. Maintain relationships — Many Chinese investors lose friendships over stock tips that go wrong

7.3 The Regret Minimization Framework

When making bull/bear decisions, ask:

"In 5 years, will I regret MORE:
  (A) selling too early and missing the last 20% of the rally?
  OR
  (B) not selling and losing 50% in the crash?"

Almost everyone who has lived through a Chinese crash says (B).
This makes the decision clear: sell too early rather than too late.

8. Common Mistakes During Bull Markets

9. Lessons from Historical Crashes

9.1 The 2007-2008 Crash (6124 → 1664)

What happened:

• Market rose 500% in 2 years driven by: split-share reform liquidity, economic boom, Olympic anticipation
• PE of CSI 300 reached 50x; small caps at 80-100x
• Crash triggered by: global financial crisis + domestic tightening
• 73% decline in 12 months

Lessons:

• Even "fundamentally justified" bull markets can overshoot by 100-200%
• Global events can trigger crashes even when domestic economy is strong
• The speed of decline exceeds the speed of the prior rise
• "This time is different because China's economy is growing" was the universal justification — and it was wrong

9.2 The 2015 Crash (5178 → 2638)

What happened:

• Market rose 150% in 12 months driven by: margin lending, structured products, policy encouragement
• Margin balance reached 2.3 trillion RMB (5x the safe level)
• Crash triggered by: CSRC crackdown on illegal margin lending
• 49% decline in 3 months; 1,700+ stocks hit limit-down simultaneously

Lessons:

• Leverage is the most dangerous accelerant — it creates both the boom and the bust
• Government can be both the catalyst and the trigger (encouraged margin, then cracked down)
• Circuit breakers can make crashes worse by creating panic before the halt
• Recovery from a leverage-driven crash is slower because investors are financially and psychologically damaged

9.3 Universal Crash Lessons

1. Every crash looks obvious in hindsight; none feel obvious in real time
2. The stocks that rise the most in the bull market fall the most in the crash
3. Government intervention delays but does not prevent crashes
4. Cash is the only reliable hedge in a crash; bonds and gold may also decline
5. The market bottom is NOT when you think "this looks like a good price"
   — it is when you think "I never want to own stocks again"
6. Recovery takes 2-5 years from the bottom; patience is essential
7. The winners of the next cycle are usually different from the current cycle
8. Your financial survival is more important than maximizing returns

10. Complete Trade Lifecycle Example

A Full Cycle: From Despair to Euphoria and Back

Phase 1: Despair (Early Bull)

Market context: CSI 300 PE at 8x (5th percentile). Market down 60% from peak.
Account openings at 10-year low. Everyone has given up.

Portfolio allocation: 80% cash (survived the crash)
Action: Begin buying
  - Buy CSI 300 index fund: 20% of portfolio
  - Buy quality consumer stocks at 10-15x PE: 20% of portfolio
  - Buy quality financial stocks at 0.5-0.7x PB: 15% of portfolio

Mental state: Terrifying to buy. Every purchase feels wrong.
Discipline required: Follow the valuation framework mechanically.

Phase 2: Skepticism (Early-Mid Bull)

Market context: CSI 300 up 25% from bottom. PE at 10x.
Media: "Bear market rally. Don't trust it."

Portfolio: 55% equity, 45% cash
Action: Continue buying on pullbacks
  - Add another 10% to index fund on 5% pullback
  - Add to individual stock positions

Unrealized gain: +15% on initial purchases
Mental state: Cautiously optimistic but still worried about a retest of lows

Phase 3: Optimism (Mid Bull)

Market context: CSI 300 up 60% from bottom. PE at 13x.
News: Economic data improving. Rate cuts helping.

Portfolio: 65% equity, 35% cash
Action: Hold. Selective additions only.
  - Begin writing sell plan: "I will sell 10% of equity at PE 18x"
  - Set trailing stops 15% below current levels on all positions

Unrealized gain: +40% on initial purchases
Mental state: Feeling good. Temptation to buy more. Resist.

Phase 4: Excitement (Late-Mid Bull)

Market context: CSI 300 up 100% from bottom. PE at 18x.
Friends start asking about stocks. WeChat groups buzzing.

Portfolio: 65% equity → reduce to 50%
Action: Execute first round of sells
  - Sell all positions with PE > 30x
  - Sell all positions where you cannot articulate the thesis
  - Move proceeds to cash/money market
  - Tighten trailing stops to 10% below current levels

Realized gain: +60% on sold positions
Mental state: FOMO. "I'm selling too early!" Accept this feeling.

Phase 5: Euphoria

Market context: CSI 300 up 150% from bottom. PE at 25x (85th percentile).
Taxi drivers discussing stocks. College students opening accounts.
Margin balance at all-time high.

Portfolio: 50% equity → reduce to 20%
Action: Aggressive selling
  - Sell most remaining positions
  - Keep only 2-3 highest-conviction quality stocks with tight stops
  - Cash/money market: 80% of portfolio

Realized gain: +80% average on all sold positions
Mental state: EXTREME FOMO. Market may go up another 30%. Accept missing it.
"Would I rather miss 30% of upside or experience 50% of downside?"

Phase 6: Crash

Market context: CSI 300 drops 8% in 3 days.
Media: "Healthy correction. Buy the dip."

Portfolio: 20% equity → reduce to 5%
Action: Sell remaining positions on first relief bounce
  - Do NOT buy the dip
  - Do NOT listen to "national team will support"
  - Move to 95% cash

Over next 6 months: Market drops 50% from peak
Portfolio loss from peak: -5% (because mostly in cash)
Portfolio loss from initial investment: still up significantly

Mental state: Relief. Gratitude for the sell plan.
Watching others lose 40-60% of their wealth.
Begin studying for the next cycle.

12. Key Quotes & Lessons

"牛市不会杀人，疯牛才会。" — Bull markets do not kill; insane bull markets do.

"每一轮牛市都制造一批'股神'，每一轮熊市都让他们现出原形。" — Every bull market creates a batch of 'stock gods'; every bear market exposes them for what they are.

"最后进场的人，永远是最先被消灭的。" — The last to enter are always the first to be destroyed.

"在别人恐惧时贪婪很容易说，但当你亲眼看到账户缩水50%的时候，你连看手机的勇气都没有。" — Being greedy when others are fearful is easy to say, but when you watch your account shrink 50%, you do not even have the courage to look at your phone.

"牛市中赚的钱，如果没有在熊市来之前拿走，那就不是你的钱。" — Money made in a bull market, if not withdrawn before the bear market arrives, was never your money.

"股殇的悲剧不在于市场的无情，而在于人性的贪婪一代又一代地重复。" — The tragedy of the market is not its cruelty but that human greed repeats itself generation after generation.

"活下来比赚到钱更重要。活下来的人，总会等到下一轮机会。" — Surviving is more important than making money. Those who survive will always see the next opportunity.

"每一次暴跌都是财富重新分配的过程——从没有纪律的人手中，转移到有纪律的人手中。" — Every crash is a process of wealth redistribution — from the undisciplined to the disciplined.

"不要问'市场会涨到哪里'，要问'我能承受跌到哪里'。" — Do not ask "how high will the market go"; ask "how far down can I afford to fall."

"最好的卖出时机，永远是你觉得'卖早了'的时候。" — The best time to sell is always when you feel "I sold too early."