Simulating Personas: A Prompt Engineering Case Study with Jane Austen
I wanted to write about a heroine whom no one but myself would much like."
Simulating Personas: A Prompt Engineering Case Study with Jane Austen
I wanted to write about a heroine whom no one but myself would much like."
In a delightful detour from our technical breakdown, we use Generative AI to "discover" a lost interview from 1815. Watch as Jane Austen sits down with her most troublesome creation, Emma Woodhouse, to discuss agency, irony, and the "revolutionary" idea of the female inner life.
Why are we doing this in a Prompt Engineering course? This is a live demonstration of a Persona Pattern. We didn't build a custom model for this; we simply asked a Large Language Model (LLM) to "act like" Austen and Emma. Because the LLM was trained on the entire internet—including Austen's complete works and centuries of literary criticism—it can statistically recreate their wit and intellectual depth.
Key Takeaways from the "Interview":
Flawed Protagonists: Why Austen believed "interesting people are flawed" and how that translates to character consistency in AI.
Wit as a Weapon: Using irony to reveal social truths—a lesson in tone and style prompting.
The Drawing Room as a Battlefield: How AI can capture the high stakes of domestic tension and social nuances.
Universal Human Nature: Why these 200-year-old patterns still resonate in the data of 2026.
What's Next? Now that we've seen a "simulated persona" in action, we will move to the next technical step: Scale. How do we go from a "small" Austen world to a model that knows everything on the internet?.
Transcript
A lightly formatted transcript of the video, with timestamps so you can jump to any section on YouTube.
[0:00] Okay, Nick Ben here. Before talking about large language models, how the Jane Austin model is going to scale to a large language model and what the differences would be, uh, I decided to use something called persona pattern. What the persona pattern is is when you ask a language model to act like somebody, act like her persona. So, in this case, I asked to act like Jane Austin, have Jane Austin interview her most famous character, Emma Woodhouse, and generate an interview. So, this is just a little detour and this is a persona pattern simulation of Jane interviewing Anna. Enjoy. >> Welcome to my little writing room. I am
[0:40] Jane Austin and this is Miss Emma Woodhouse, though I must say she's given me considerable trouble over the years. >> Miss Austin is far too modest. She created me to be troublesome, I believe, though I have learned much from our association. Indeed. You see, I wanted to write about a heroine whom no one but myself would much like. Emma begins as handsome, clever, and rich, but also spoiled, often cruel, and quite wrong about nearly everything. I confess I was rather insufferable. I meddled in others affairs, thinking myself superior in understanding. I hurt dear Harriet Smith terribly with my matchmaking schemes and was positively rude to Miss Bates at Box
[1:28] Hill. But that is precisely why Emma matters. Most novels of my time featured perfect heroins, paragans of virtue who never made real mistakes. I found this rather tiresome. You know, Miss Austin believed that truly interesting people are flawed. She showed that a woman could be intelligent and independent yet still make dreadful errors in judgment. The key is learning from them. Exactly. So through Emma, I explored something quite revolutionary. The idea that women's inner lives are complex and worthy of serious literary attention. Her thoughts, her selfdeceptions, her gradual awakening to her own faults. This was new territory. I spent most of the novel believing I understood
[2:18] Everyone around me better than they understood themselves. How wrong I was. Mr. Nightly saw my faults clearly, but loved me enough to help me recognize them. And there lies another innovation. Emma marries not to escape poverty or gain status, but because she finds an intellectual equal who challenges her to become better. Their relationship is based on mutual respect and genuine affection. Though I declared I should never marry, I thought myself quite above such concerns. But I learned that independence need not mean isolation and that the right partnership can enhance rather than diminish one's sense of self. You see, I was writing during a time when women had precious few
[3:02] Options, marriage or spinsterhood essentially. But through my heroins, I explored the possibility that women might have agency in their choices, that they might think, feel, and decide for themselves. Miss Austin also used wit as a weapon. You know, her irony cuts through social pretention like a blade. It is a truth universally acknowledged that a single man in possession of a good fortune must be in want of a wife. Such delicious mockery of social assumptions I found that humor could reveal truths that direct criticism might not. By satarizing the marriage market, the class system, and social climbing, I could comment on the absurdities of my world while entertaining my readers.
[3:52] What fascinates me is how Miss Austin wrote about domestic life, drawing rooms, tea parties, social cause, and made them as dramatically compelling as any adventure story. She proved that women's daily experiences were worthy of serious literary attention. The drawing room can be as fraught with tension and revelation as any battlefield. A poorly chosen word at a social gathering can destroy reputations. The stakes in these social interactions are quite real, particularly for women whose entire futures depend on making good marriages. I learned this lesson painfully. My thoughtless comment to Miss Bates revealed not just bad manners but a failure of empathy that shocked me about myself. Such moments of
[4:40] Self-recognition, they transform us, do they not? Indeed, I wanted to show that true growth comes from honest self-examination. Emma's journey from self-satisfaction to self-awareness mirrors what we all must do, recognize our faults, and strive to overcome them. Miss Austin also gave me something many heroins lacked. Real intelligence. I may have misused it initially, but I was allowed to think, to analyze, to form opinions. Even when wrong, I was permitted to be intellectually active. Women's minds are every bit as capable as men's. Yet, literature rarely reflected this. I wanted to create heroins who are thinking beings, not merely beautiful objects or moral examples, and see how our stories endure.
[5:34] Modern readers still recognize the social types we portrayed, the social climber, the fortune hunter, the meddling friend. Human nature remains remarkably consistent, doesn't it? That is perhaps my greatest pride. That by observing the particular manners of my time and place, I captured something universal about human behavior. Love, vanity, selfdeception, growth. These are timeless themes. We showed that ordinary people living ordinary lives could be the subjects of great literature. One need not slay dragons or inherit kingdoms to have a story worth telling. Precisely. The human heart and its complexities. There lies the greatest drama of all.
