Chapter 17 Exercises: Resilience and Bounce-Back — How Lucky People Handle Bad Luck

How These Exercises Are Organized

Exercises are arranged across five difficulty levels: - Level 1 — Recall and Recognition: Can you name and identify the concepts? - Level 2 — Comprehension: Do you understand how and why they work? - Level 3 — Application: Can you apply these ideas to real situations? - Level 4 — Analysis and Synthesis: Can you examine and build arguments? - Level 5 — Personal Mastery: Can you run experiments and generate genuine insight from your life?

Level 1 — Recall and Recognition

Exercise 1.1 — Match the Concept

Match each concept to its correct definition.

Concepts: (A) Post-traumatic growth, (B) Explanatory style, (C) Upward counterfactual, (D) Downward counterfactual, (E) Functional separation

Definitions: 1. The ability to maintain behavioral engagement and opportunity-seeking activity during emotional difficulty, without requiring emotional improvement first. 2. A type of "at least" thinking that imagines worse alternatives to what happened, providing an emotional floor during adversity. 3. A characteristic pattern for explaining negative events to oneself along three dimensions: permanence, pervasiveness, and personalization. 4. Positive psychological change that occurs as a result of struggling with highly challenging circumstances — growth beyond the pre-trauma baseline. 5. A type of "if only" thinking that imagines better alternatives to what happened, producing negative emotion and potentially useful lessons.

Exercise 1.2 — Seligman's Three Dimensions

Seligman identified three dimensions of explanatory style. For each dimension: 1. State the two poles (optimistic end and pessimistic end) 2. Give an example of how a resilient person and a non-resilient person might explain the same bad event differently along this dimension

Use a specific example: you studied hard for an exam and still did poorly.

Exercise 1.3 — Post-Traumatic Growth Domains

List the five domains of post-traumatic growth identified by Tedeschi and Calhoun. For each domain, write: - A one-sentence description of what growth in this domain looks like - One example of how this kind of growth might make someone a more effective luck-builder going forward

Exercise 1.4 — True or False

Mark each statement T (True) or F (False). If false, write the corrected version.

1. Post-traumatic growth (PTG) is the same as resilience — returning to the psychological baseline after adversity.
2. Upward counterfactual thinking is always harmful and should be avoided.
3. Research on resilience shows that social support is the most powerful predictor of recovery speed from adversity.
4. Lucky people, according to Wiseman's research, tend to feel no negative emotion after bad events — they maintain consistently positive affect.
5. Dr. Yuki's losing streak ended because she changed her poker strategy based on lessons from the losses.

Level 2 — Comprehension

Exercise 2.1 — Explain Functional Separation

A classmate says: "If something really bad happens, I can't imagine just keeping going with my normal routine. That seems like denial or avoidance."

Write a 200-word response explaining: - What functional separation is and what it is not - Why maintaining behavioral engagement during hard times is not the same as denial - What the research suggests happens to luck architecture when people stop behavioral engagement during adversity

Exercise 2.2 — The Attribution Audit

For each of the following self-statements, identify: (a) which dimension of Seligman's explanatory style is operating pessimistically, and (b) write a more resilient alternative attribution that is still honest and accurate (not falsely positive).

1. "I always mess things up when it really matters."
2. "This job rejection confirms that I'm just not cut out for this field."
3. "Because I failed at this, everything else in my life feels harder now."
4. "I can't do anything right today — and that probably means I'll struggle tomorrow too."
5. "My social anxiety will always hold me back. I'm just wired wrong."

Exercise 2.3 — Counterfactual Flexibility

For a difficult event of your own choosing (something relatively minor — a disappointing grade, a missed social opportunity, a project that didn't go well):

a) Write two upward counterfactuals ("if only...") — the "what could have been" versions. What emotions do these produce?

b) Write two downward counterfactuals ("at least...") — the "it could have been worse" versions. What emotions do these produce?

c) Which type comes more naturally to you? What does this reveal about your habitual explanatory style?

d) For the upward counterfactuals you wrote: is there a learning point embedded in them? Write it as an action statement rather than a regret statement.

Exercise 2.4 — The Social Buffering Research

The chapter states that social support buffers the physiological stress response — lower cortisol, lower blood pressure reactivity, faster cardiovascular recovery.

a) Why might having someone with you physically alter your physiological stress response to a bad event?

b) What are the implications of this research for how you should structure your social environment during a hard period?

c) What counts as "social support" for the purposes of stress buffering? Does texting with a friend have the same effect as in-person contact? What does the research suggest?

Level 3 — Application

Exercise 3.1 — Diagnose the Explanatory Style

For each of the following scenarios, identify: (a) which explanatory style is operating and (b) what the likely behavioral consequences are for luck architecture (specifically: will this person keep networking, applying, and engaging?).

1. Sara gets rejected from her first-choice graduate program. She tells her roommate: "I worked so hard and it wasn't enough. I'm just not smart enough for programs like that. I'm thinking of applying again next cycle, but honestly I don't know why I'd bother."

2. James gets a low score on a math midterm. He says: "I didn't prepare for that specific type of problem. I know what to study differently now. It doesn't reflect on my overall abilities — I've done well in this class before."

3. Maya has a cold outreach message ignored by a professional she admired. She thinks: "Okay, this one didn't respond. Most people don't respond to cold outreach. I'll try a few more people and see what happens."

4. Alex has a falling-out with a collaborator. He thinks: "I can never maintain professional relationships. People always end up disliking me. I should probably just try to work alone."

Exercise 3.2 — Build a Behavioral Minimum

Think of a hard period you are currently experiencing or can anticipate experiencing (job search, difficult semester, creative dry spell, relationship challenge, health issue).

Define your Behavioral Minimum — the floor of luck-maintaining activity you will commit to sustaining even if everything feels hard:

1. Social maintenance: One specific social engagement per week you will protect (even if it's brief and feels pointless). What is it?

2. Opportunity-seeking: One specific opportunity-creating action per week you will protect. What is it?

3. Noticing: Your minimum luck journal commitment during hard periods (e.g., at least one entry per day, even if it's short). What is it?

4. Barrier planning: What is most likely to prevent you from maintaining each of these minimums? For each, write a specific plan for how you'll handle the barrier.

Exercise 3.3 — The Priya Analysis

Re-read the opening scene and the closing section about Priya.

a) Identify every specific behavioral choice Priya made during her bad week and the two weeks that followed. List them.

b) For each behavior, classify it as: maintaining luck architecture, rebuilding luck architecture, or contracting luck architecture.

c) At the end of her bad week, Priya "lay on her bed and stared at the ceiling." Is this a problem? Where is the line between healthy emotional processing and behavioral contraction that harms luck architecture?

d) The chapter says the outcome of the interview is "a story for later in this book." Based on what the chapter tells you about her behaviors during the hard period, what would you predict about that outcome and why?

Exercise 3.4 — Dr. Yuki's Notebook

Dr. Yuki used her poker win-loss notebook as a resilience tool during her losing streak. She reviewed her history and found evidence that bad runs had ended before.

Design the equivalent of Dr. Yuki's notebook for your own life — a "prior track record" document that could function as a resilience tool during a hard period. It should include: - At least five examples of difficult periods you got through - At least five examples of good things that followed from difficult periods - At least three examples of situations where you recovered faster or more completely than you expected - A summary statement about what the evidence from your own history suggests about your resilience capacity

Exercise 3.5 — PTG Domains Applied

For each of the five post-traumatic growth domains (personal strength, new possibilities, relating to others, appreciation for life, spiritual/existential change):

Think of one person you know, or one public figure, who appears to have grown in that domain following significant adversity. Describe: - The adversity they faced - What the growth looked like in practice - How this growth has affected their luck architecture (their opportunity-seeking, networking, or resilience going forward)

Note: You do not need to have personal knowledge of the person's inner experience — describe what you observe from the outside and what it suggests.

Level 4 — Analysis and Synthesis

Exercise 4.1 — Resilience and Structural Advantage

The chapter ends by noting that resilience capacity is not equally distributed — that structural factors (supportive families, economic safety nets, access to therapy) shape resilience in ways individual psychology cannot fully compensate for.

Write a 400-word essay that: - Defines what structural resilience advantages look like - Explains how these advantages interact with the psychological tools described in the chapter - Addresses the question: does acknowledging structural inequality in resilience undermine the psychological tools' value, or does it make them more precisely applicable? - Proposes at least one societal-level change that would improve resilience capacity for people without structural advantages

Exercise 4.2 — The Staging of Recovery

The stages-of-grief model (developed by Elisabeth Kübler-Ross) suggests that people move through predictable stages after loss: denial, anger, bargaining, depression, acceptance.

Research by Wortman and Silver (Case Study 17-1) challenges this model, showing enormous diversity in actual recovery trajectories. Write a 350-word analysis: - What does the stages model get right and what does it get wrong? - How does Wortman and Silver's finding about diversity of trajectories change how we should evaluate a person's resilience? - What practical consequences does this have for how we support people going through adversity?

Exercise 4.3 — PTG: Growth or Coping?

Some psychologists have criticized the post-traumatic growth concept on the grounds that self-reported growth may be a coping mechanism (telling yourself a positive story about adversity) rather than actual positive change.

Write a 300-word analysis: - What is the strongest version of this critique? - What evidence would distinguish "actual growth" from "coping narrative"? - Does it matter, from a luck-architecture perspective, whether PTG is "real" growth or adaptive narrative? Defend your answer.

Exercise 4.4 — Designing for Resilience

You are advising a university counseling center on how to help students build resilience before they need it — not just as a crisis response but as a preventive skill.

Design a 6-week "resilience architecture" workshop that draws on the research in this chapter. Address: - What specific skills would you target (attribution style, counterfactual flexibility, behavioral minimum planning, social network maintenance)? - What evidence-based activities would you use? - How would you measure whether the workshop improved participants' resilience (what outcomes would you track)? - What concerns would you have about this program and how would you address them?

Write this as a 400-word program design document.

Exercise 4.5 — The Long Time Horizon

The chapter argues that resilient people contextualize bad luck within a longer arc — this period is a chapter, not the whole story.

a) What psychological mechanisms support the ability to maintain a long time horizon during adversity? (Draw on Seligman's explanatory style, counterfactual thinking, and prior track record research.)

b) What undermines the long time horizon? What conditions or cognitive states make it harder to maintain?

c) Design a specific, concrete practice that would help you personally maintain a longer time horizon during hard periods. Be specific about when, how, and what you would do.

Level 5 — Personal Mastery

Exercise 5.1 — The Resilience Inventory

Conduct a resilience inventory across the past three years of your life.

Step 1: List every difficult period — setbacks, failures, disappointments, bad luck events — that you experienced. Aim for at least five; more is better.

Step 2: For each one, record: - How long did the recovery take? - What did you do that helped recovery? - What did you do that slowed recovery? - Did anything good come from it, whether immediately or over time? - Did you predict, at the worst moment, that you would recover? Were you right?

Step 3: Analyze the patterns: - What do your fastest recoveries have in common? - What do your slowest recoveries have in common? - What behavioral patterns (maintained or abandoned) correlate with recovery speed? - What is your baseline resilience evidence — what does your actual track record suggest about how you handle adversity?

Write a 400-word personal resilience report based on this inventory.

Exercise 5.2 — The Attribution Diary

For the next two weeks, keep a brief daily log of how you explain bad events to yourself. For each negative event (however minor): - Write the initial self-explanation - Classify it on Seligman's three dimensions (permanent/temporary; pervasive/specific; personal/contextual) - Write a more resilient alternative attribution (still honest) - Note any effect of the reframing on your subsequent behavioral intentions

At the end of two weeks: - What are your habitual attribution patterns? - In which domain (permanence, pervasiveness, personalization) are you most persistently pessimistic? - Did the reframing practice affect your behavior in any measurable way?

Exercise 5.3 — The Behavioral Minimum in Practice

Using the framework from Exercise 3.2, implement your Behavioral Minimum for the next three weeks.

Each day, record: - Whether you maintained each element of the minimum (Y/N) - One sentence on what made it easier or harder - Any outcome from the behaviors (however small)

At the end of three weeks: - What percentage of minimum behaviors did you successfully maintain? - What were the main barriers? - Did the minimum behaviors produce any observable outcomes during this period? - What changes would you make to your minimum based on the experience?

Exercise 5.4 — The Social Resilience Map

Map your social resilience network — the people who would actively support you during a hard period.

For each person: - Name (or initials) - Type of support they typically offer (emotional listening, practical advice, information, distraction, presence) - How reliable is this support in hard times (have they been there before?) - Is this relationship sufficiently maintained that you could reach out?

Then analyze: - Is your social resilience network robust enough to handle a major setback? - Are you too dependent on one or two people? - Are there people who should be in this network but aren't yet? - What maintenance investments (regular contact, reciprocal support) would strengthen your most important resilience relationships?

Exercise 5.5 — The Pre-Adversity Letter

Write a letter to your future self — specifically, to the version of yourself who is in the middle of a hard period you can't yet see coming.

The letter should include: - Your current evidence about your own resilience capacity (from Exercise 5.1) - A clear description of the behavioral minimum you've committed to maintaining - A reminder about the attribution style dimensions and which ones you tend to get pessimistic about - The three most important people in your social resilience network and why they matter - One thing that has always eventually been true about your hard periods — something you know from experience but forget when you're in the middle of one

Seal this letter (digitally — set a reminder to open it in six months, or save it to open when you need it). This is your pre-adversity resilience infrastructure.