In the last post, I explained why the Personality Profile layer of my framework needed a practical method. In theory, it’s easy to say “use the Big Five.” In practice, it’s a lot harder to apply it consistently to fictional characters, especially if you want the results to be comparable across a large sample. This post is the core of the entire Big Five part of my project: the universal 20-item coding sheet. The goal here is not to capture every nuance of a character’s psyche. That would take an entire dissertation per villain or antagonist. The goal is to create a fast, repeatable profile that can be compared, visualized, and eventually used for statistical clustering.
The universal coding sheet: 20 concrete questions
The system is simple:
- 20 positively worded behavioral statements
- 4 items per trait (Extraversion, Agreeableness, Conscientiousness, Neuroticism, Openness)
- Rated on a 1-7 scale:
1 = never or almost never shown on screen
7 = this behavior strongly defines the character
After rating all 20 statements, I average the four items per trait. The result is five values between 1 and 7. And the best part: no reverse scoring, no confusing “this is high but actually means low.” I wanted the sheet to be usable without a calculator brain.
How I code in practice
When I analyze a character, I watch the scenes that best represent their defining moments: majorconfrontations, negotiations, emotional breakdowns, moral dilemmas, power displays, andinterpersonal dynamics.Then I rate the statements using only observable evidence:
- What the character says (dialogue, monologues, tone)
- What the character does (decisions, violence, restraint, strategy)
- How they behave physically (gestures, posture, movement)
- How they react emotionally (fear, anger, guilt, stress)
If I genuinely can’t judge an item because there isn’t enough evidence, I assign a 4. That’s not “average personality.” It’s “neutral / unknown.” This keeps the data usable even when screen time is limited, which matters a lot for minor antagonists.
Time investment
In practice, this takes about 10–15 minutes for a major character with enough screen time.For minor villains with limited scenes, it can take 3–5 minutes. That efficiency is not a bonus. It is the entire point. Without it, this project wouldn’t scale. Now, here is the actual coding sheet.
Extraversion: Commands Attention or Lurks in Shadows?
Extraversion in personality research refers to energy, assertiveness, dominance, and the tendency to seek attention and control social situations. For villains and antiheroes, this trait often manifests in how they physically enter scenes, whether they dominate group conversations, and how they position themselves spatially relative to others.
1. Does the character draw or hold the attention of others during group scenes, negotiations, confrontations, or standoffs? Think of someone who interrupts conversations, makes everyone turn toward them, or commands the room simply by their presence.
2. Does the character naturally take control of situations and begin giving orders or directions to other people? This includes leading meetings, expecting obedience from subordinates, or stepping into leadership roles without hesitation.
3. Does the character dominate conversations and interactions through strategic use of their voice, whether through threats, persuasion, speeches, or memorable monologues? They control the verbal flow rather than reacting to others.
4. Does the character use physical presence, gestures, posture, or dramatic movement to intimidate, impress, or assert dominance? Examples include looming over others, expansive hand gestures during speeches, or deliberate slow strides into a room.
Agreeableness: Shows Loyalty to Someone, or Hurts Everyone Indiscriminately?
Agreeableness measures cooperation, empathy, concern for others’ feelings, and willingness to compromise. Low Agreeableness correlates with antagonism, manipulation, and callousness. What makes this trait fascinating for character analysis is that many sympathetic villains score low overall but show intense loyalty or protectiveness toward a small in-group, family members, loyal followers, or even pets, which creates audience empathy.
5. Does the character demonstrate genuine concern, worry, or protectiveness when specific allies, followers, subordinates, or family members are threatened, injured, or in danger? This goes beyond strategic necessity; they seem personally invested in these people’s well-being.
6. Does the character ever compromise their plans, hold back from violence, or adjust their behavior because they actually care about maintaining a specific relationship, rather than purely for tactical advantage? Genuine relationships influence their decisions.
7. Does the character display any understanding, mercy, forgiveness, or empathy toward an opponent, enemy, rival, or even subordinate at any point during their arc? Even a single authentic moment counts as evidence.
8. Does the character demonstrate moral boundaries by avoiding sadism, gratuitous cruelty, or unnecessary suffering, suggesting there are certain things they simply will not do? They have limits, even if those limits seem strange to us.
Conscientiousness: Calculated Long-Term Operator or Impulsive Reactor?
Conscientiousness encompasses organization, self-discipline, persistence, reliability, and goal-directed behavior. Mastermind-type villains and antiheroes typically score extremely high here, while chaotic or rage-driven antagonists score lower.
9. Does the character construct plans, schemes, or strategies that clearly involve multiple deliberate steps, phases, or moving parts working together? Their actions follow structured logic rather than random violence.
10. Does the character demonstrate persistence by continuing to pursue their long-term objectives even after experiencing major failures, betrayals, or significant setbacks? They adapt but don’t quit.
11. Does the character maintain or create organized operations, structures, or systems, such as gangs, armies, criminal networks, political machines, or conspiracy plots, that function with clear hierarchy and coordination? Chaos suggests low Conscientiousness.
12. Does the character deliberately delay or sacrifice short-term victories, immediate gratification, personal revenge, or easy wins in order to position themselves for larger strategic payoffs later? Classic long-game thinking.
Neuroticism: Emotionally Stable Machine or Cracking Under Pressure?
Neuroticism tracks proneness to negative emotions including fear, anxiety, anger, guilt, sadness, and emotional instability. High Neuroticism often humanizes villains by making their pain and vulnerability visible to the audience.
13. Does the character show visible signs of fear, hesitation, panic, emotional distress, or internal conflict during high-pressure situations? Physical tells like trembling hands, wide eyes, or frozen reactions count.
14. Does the character express or voice concerns, worries, or paranoia about threats to their safety, power, control, relationships, or position? They articulate vulnerability.
15. Does the character experience noticeable emotional volatility including rage outbursts, crying, sudden mood shifts, or unpredictable changes in behavior? Emotional control breaks down.
16. Does the character appear burdened or haunted by guilt, traumatic memories, past failures, regrets, or moral conflicts that visibly affect their present actions? Flashbacks, brooding, or haunted expressions provide evidence.
Openness to Experience: Creative Schemer or Simple Brute Force?
Openness measures intellectual curiosity, creativity, imagination, appreciation for complexity, and willingness to explore new ideas. High Openness villains often speak philosophically and use clever, unconventional tactics.
17. Does the character employ creative, indirect, or unconventional tactics and strategies rather than relying solely on straightforward violence or simple brute force solutions? They solve problems in unexpected ways.
18. Does the character demonstrate curiosity or fascination with new ideas, technologies, cultures, philosophies, weapons, or unusual alliances that fall outside their familiar world? Intellectual engagement with novelty.
19. Does the character use symbolic, visionary, philosophical, metaphorical, or abstract language rather than only concrete, literal descriptions? They think and communicate in complex conceptual terms.
20. Does the character demonstrate mental flexibility by adapting effectively to completely unfamiliar situations, environments, rules, worlds, or technologies without becoming confused or rigid? They roll with the strange.
So what’s next?
Now that the coding sheet exists, the next obvious question is: how do we know it actually produces stable results? In the next post, I’ll explain how I make this trustworthy through coder agreement and why this sheet works across very different villain archetypes without needing special rules for genre or medium.
See ya!
Literature:
- Costa, Paul T., and Robert R. McCrae. Revised NEO Personality Inventory (NEO PI-R) and NEO Five-factor Inventory (NEO-FFI). Psychological Assessment Resources (PAR), 1985.
- Gosling, Samuel D., Peter J. Rentfrow, and William B. Swann Jr. “A very brief measure of the Big-Five personality domains.” Journal of Research in personality 37.6 (2003): 504-528.
- John, Oliver P., Laura P. Naumann, and Christopher J. Soto. “Paradigm shift to the integrative big five trait taxonomy.” Handbook of personality: Theory and research 3.2 (2008): 114-158.
- Soto, Christopher J., and Oliver P. John. “The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power.” Journal of personality and social psychology 113.1 (2017): 117.
