The Vampire Queen's Data Analyst

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Chapter 1 · Book One

The Optimized Man and the Midnight Visitor

Chapter 1 · Book One

The Optimized Man and the Midnight Visitor

Audio duration · 17:30

The sound HR made snipping my badge off the lanyard was softer than I'd expected.

Like cutting a single hair.

"You can use the side exit," she said. "IT will disable your mailbox remotely by end of day."

I nodded. I was unemployed—no, I'd been "optimized." That was the word they used, as if I were a line of code nobody needed anymore. I carried the cardboard box out of the glass building on East 6th—the one with MOVE FAST etched across its lobby—and the three-o'clock sun flattened my shadow onto the sidewalk like a sheet of paper. September in Austin was still ninety-five degrees. Heat rolled up off the asphalt, smelling like burnt corn chips.

What was in the box? A chipped mug with last year's holiday party logo. A postcard my mother had mailed from Dayton, reading Don't work too hard. A dog-eared copy of The Elements of Statistical Learning. And my own résumé, three months old, already reading like an epitaph.

I didn't go home. I ducked into an unmarked bar on Red River—wooden door, a faded 1990s Austin City Limits poster thumbtacked to the curtain. Half the air-conditioning was out. Beer was cheap. Hardly anyone was there: a woman in a leather jacket at the bar going through a ledger, an old man in a corner watching baseball, the TV turned down low.

I ordered a whiskey I couldn't really afford.

The bartender, a shaved-head Mexican guy with arms like pillars, looked at me, then at the box in my arms. "Laid off?"

"Optimized."

He nodded like he understood. "That one's on the house."

I thanked him. As the whiskey went down, it hit me: this was the first weekday afternoon at three I'd spent in a bar in four years. Four years I'd run churn models at my desk, writing reports for SaaS customers who couldn't have cared less who my boss was. I'd thought that was grown-up life—write SQL at nine, order takeout at five, jolt awake at two a.m. over a bug.

Now it was gone.

I pulled out my phone. PayPal balance: $412.70. Rent was due the first, fourteen-fifty. My savings held $6,800—last year's tax refund and half my severance. I did the math: at my current burn rate, four months. If I started cooking, five.

Five months.

I typed a line into my notes app: Start looking for waiter jobs. Then I deleted it.

My phone buzzed.

LinkedIn.

An account I didn't recognize. A pure-black avatar. The name: "Selene Aurelius." No title, no company, not a single photo. The account was a year old. Three connections.

"Hello, Mr. Thorne. We noticed your recent social-isolation prediction model on Kaggle. Would you be interested in a project at four hundred dollars an hour? Fully remote."

I laughed. Four hundred an hour. My old boss's severance, at that rate, only bought her an afternoon of me.

I typed: Is this a scam?

She answered fast—so fast it felt like she'd been waiting on the keyboard.

"If it were, I would already have wired two thousand dollars to your PayPal. You can check."

I raised an eyebrow and opened PayPal.

There it was.

A $2,000 deposit, sender "Selene Aurelius," the memo line reading: First-visit retainer, no refund required.

I stared at the screen for ten seconds. Inside the bar, the baseball game was pitching, and nobody was looking at me. I flipped the phone face-down on the bar, then flipped it back over. The money was still there.

I typed: How do you know my PayPal?

"Public data, Mr. Thorne. You posted your receiving address on GitHub. That is precisely why I came to you."

I paused. She wasn't wrong. Three years ago, to collect a Kaggle prize, I really had pasted my PayPal.me link into a repo.

"What's the project?"

"Consumer sentiment analysis. Our firm is a boutique sentiment consultancy called Aurelius Sentiment. Our clients are a handful of local tech family offices. We need someone who can read 'emotional stability' and 'approachability' out of public social-media data. The feature engineering in your Kaggle paper was very clean."

That was a fair read. My model—feeding public post text and metadata from Reddit, Instagram, and X into a LightGBM classifier—had actually taken third in a contest run by a mental-health outreach nonprofit. It had started as a good-cause project.

"Why me? UT Austin has a hundred PhDs who could do this."

"Because I have read what those hundred PhDs produce. They treat people like spreadsheets. You don't."

I waited. She didn't keep typing.

"How am I different?"

"You wrote one line in your appendix. You said, 'The residuals are more worth reading than the model itself.' I have approached those hundred PhDs. Not one of them wrote that."

I set the whiskey down.

That line had been a throwaway, added at three in the morning to the last chapter of my paper, nearly deleted as useless. It meant: when the model is wrong, the samples it gets wrong are where the interesting things live.

She had read my appendix.

"How do you want to talk?"

"Tomorrow night. Nine. I'll send a car. I'll text you the address."

"Why not Zoom?"

"Because I don't trust Zoom."

An address came through. West Lake Hills, the dead end of a street called Castle Hill Road. I searched it in my head—that neighborhood was among the priciest in Austin, near Barton Creek, the houses hidden back in the trees, invisible to one another.

I typed: What if I don't come?

"Then the two thousand dollars is my severance to you. Keep it."

I stared at the line and, unexpectedly, smiled. The bartender was drying glasses. The old man at the TV was yelling at an umpire. Outside, a Tesla Cybertruck rumbled down East 6th and spooked a lizard off the curb into the brush.

I typed: Nine.

I climbed back up to my loft and left the box by the door, unopened.

My loft was the second floor of a 1920s bungalow on East 6th, eleven hundred a month, no AC—just a window unit that buzzed like a hive and blew air in summer like a hair dryer. Next door lived a bass player named Jade who started in on Metallica at ten every night.

I sat on the edge of my bed and opened my laptop.

First, I searched "Selene Aurelius."

Her LinkedIn was empty. Google gave me three hits: a Delaware LLC called Aurelius Sentiment LLC, registered out of Wilmington; a Travis County property record showing that in 2014, a "Selene Aurelius" had paid cash—$11 million—for that West Lake Hills house; and a 2018 item in the Austin Business Journal noting that "a mysterious tech angel investor, Selene Aurelius, has declined all interview requests."

I looked up the LLC. Its registered agent was a generic Delaware services firm. The director list was blank.

I opened a fresh Jupyter notebook.

I made myself a table:

- She read my paper's appendix. → She actually understands data. - She wired $2,000 cold. → She doesn't need the money, and she isn't afraid I'll run. - She refuses Zoom. → Either she's deeply traditional, or she has something she can't show on a camera. - She paid cash for a West Lake Hills house. → At minimum, she's not a run-of-the-mill scammer. - She uses the phrase "consumer sentiment analysis." → She is dressing something up.

I circled that last one.

Consumer sentiment analysis. That work grew on trees in Silicon Valley. Why would she spend four hundred an hour on a laid-off, no-name ex-SaaS data grunt? She could have gone to a UT Austin research group, paid per project, and added an "academic collaboration" line to her résumé.

Unless—

Unless what she wanted was something she couldn't let academia see.

I stared at the screen, landed on a very stupid possibility, then crossed it out. Impossible.

I showered, dug out the only shirt I owned without a hole in it—a dark blue button-down, washed until the collar had gone pale. I tied a tie in the mirror. I had exactly one tie, a graduation gift from my father, black with tiny blue dots.

The man in the mirror had rings under his eyes and a face thin as crumpled paper. I told him: Elias, if tomorrow you find out this is a cult, run.

The man in the mirror didn't answer.

At eight-forty-five the next evening, a black Suburban pulled up beneath my building.

The driver got out in a black suit and sunglasses. Even in a September Austin night, he wore the jacket. He glanced at me, then at his phone.

"Mr. Thorne?"

"That's me."

"Please get in."

The truck was quiet, windows tinted dark enough that I couldn't see out. I climbed into the back. The seats were leather, smelling of new wood and leather. The driver said nothing and drove.

We took I-35 south from East 6th, then curved west past Barton Creek. Streetlights thinned. Trees thickened. For a stretch we ran a hill road with no lights at all, only headlights on wet asphalt.

One thing I noticed: he drove with remarkable steadiness—no speeding, no lane-cutting, the way someone drives after years behind the wheel.

At nine-oh-two, we stopped.

I got out. A stone house stood in front of me—not one of those developer fakes Texas calls "stone homes," but a real thing, local limestone laid in the 1920s, sloped roof, no smoke from the chimney. No doorbell, just a massive oak door.

It opened.

The man who opened it was in his fifties, short gray hair, military posture. He wore an ironed white shirt, sleeves rolled to the forearm, and an old scar showed on his wrist.

"Mr. Thorne," he said. "I'm Marcus. The Queen—I mean, Ms. Aurelius—is expecting you. This way."

I followed him inside.

No lights were on—or rather, lights I couldn't see were on. We crossed a hall hung with several paintings; out of the corner of my eye I caught one, a nineteenth-century watercolor of the French Quarter in New Orleans. At the end of the hall stood a pair of double doors.

Marcus pushed one open.

"Go in," he said. "She hates to be kept waiting."

I went in.

It was a vast study. Three walls were bookshelves; the fourth was floor-to-ceiling glass looking out on an invisible backyard. Candles were burning in the room—real candles, not LEDs. A walnut desk held only a closed MacBook, a fountain pen, and a black porcelain teacup.

A woman sat in the chair behind it.

She didn't stand.

She looked about twenty-seven, twenty-eight. Black straight hair fell to her waist. She wore a plain black silk shirt, cuffs rolled loose. In candlelight her skin was an old, old white, the color of marble statuary in a museum. High cheekbones, a sharp jawline. Her eyes were amber, and when they met mine, she looked at me the way she might look at a report she'd read halfway through.

"Mr. Thorne," she said. Her voice was low, with an accent I couldn't place—not a native English speaker, but an excellent one. "Sit."

I sat.

She didn't introduce herself. She simply looked at me for perhaps five seconds.

Then she lifted her eyes and looked straight into my pupils.

"Look at me," she said.

I looked.

I waited. Nothing happened. No dizziness, no trance, none of the hypnotic fog the movies sell. I was simply—looking at her.

I ran a set of observations in parallel, in my head:

- Her silk was nineteen momme, Suzhou fabric, but the cuff bore a gold-thread mark I didn't recognize. - Her nails were cut short, un oiled. - Her pupils dilated in candlelight more slowly than normal—abnormally slowly. - She was not breathing.

When I registered that last one, my stomach dropped.

I'd watched her for at least ten seconds. She wasn't breathing.

Suddenly she smiled.

"Interesting," she said. "What are you calculating in there?"

I didn't plan to lie to her. "Your silk. Your nails. Your pupil reaction. And the fact that you haven't breathed in three minutes."

She raised an eyebrow.

"Most people don't notice the breathing."

"Most people don't spend their days watching other people's respiration rates," I said. "Respiration rate is a feature in the models I build."

She leaned back in her chair.

"And how do you explain it?"

"I have three hypotheses," I said. "One: you're using some kind of breathing assist I've never seen, hidden in the chair. Two: you've just taken a drug that suppresses your breathing. Three—"

I stopped.

"Three what?" she asked.

"Three," I said. "You aren't human."

The room went quiet for two seconds.

She laughed aloud. Not a cold laugh—a real one, like hearing a joke she'd been waiting years to be told.

"Marcus," she said, without turning her head, "bring the contract."

Marcus came in from the door holding a black folder. He set it in front of me.

"Mr. Thorne," she said, "welcome to Aurelius Sentiment."

I opened the folder. The first page was an employment agreement; the monthly salary was a number I counted twice before I let myself believe it. The last page carried a line of handwriting, in her hand:

"You aren't the first to notice I don't breathe. But you are the first to say the third hypothesis to my face, calmly."

I looked up at her.

"What do you want me to do?" I asked.

She pushed the black porcelain teacup aside and leaned forward. Candlelight jumped in her eyes.

"Simple," she said. "I need you to help me pick some... people out of this city."

"What kind of people?"

"The kind nobody will miss," she said.

I stared at her.

A candlewick popped.

Outside, the September Austin wind moved over the limestone, making a faraway sound, like a sigh.

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