Wema began at eight in the morning without a camera.
At the top of her notebook she wrote only three headings: **type of aid, event that triggered concern, real-world context**. Halima had insisted they move through different parts of the campus instead of sitting in the studio waiting for the angriest people to call again.
The first participant was Brian, an engineering student they found outside a workshop fastening a new safety helmet to his locker. The shop sticker was still on it.
“When did you buy this?”
“Two weeks ago. And yes, I was flagged two days later.”
“Is it required for your course?”
Brian opened his course outline and showed the PPE requirement. “Without it, you do not enter the workshop.”
Wema did not photograph the receipt. She recorded only that the participant had verified a mandatory course purchase and that his decision letter referred to *merchant risk category: equipment/lifestyle*.
“Do you need the price?”
“No. The exact price can identify you and it does not answer our question.”
Brian looked surprised. “A journalist who does not want details?”
“I want the details that answer the question.”
From the workshop they crossed to the men’s hostel. Another student, Joel, had been flagged after traveling overnight to Nyeri for a funeral. His portal described the spending as *unusual discretionary mobility*.
“Can you verify the context?” Wema asked.
“I can, but I do not want the funeral notice in your files.”
“Then it stays self-reported context, not documentary verification.”
Halima marked it differently in the matrix.
At the library they met Faith, an education student who had received a used laptop from her aunt. She had not bought it. But a photograph of the machine had appeared in her data-access record under *social proof*.
“What hurt most,” Faith said, “was the appeal question: why do you have a laptop if you need support? It felt like I had to prove poverty by owning nothing nice.”
“That sentence is useful. May I quote it without your name?”
“Yes. Do not mention my course.”
Wema recorded the consent.
The pattern became less convenient as the day continued. Two health-sciences students had made expensive textbook purchases and had not been flagged at all.
“That ruins the easy theory,” Halima said.
“Good.”
“Good?”
“If the claim is that large spending triggers the system, counterexamples matter.”
At the arts block, they found a group buying materials together. One student paid electronically while the others reimbursed him in cash. No adverse decision had occurred, so Wema refused to put it into the case matrix. She logged it only as a possible mechanism for a future test: a transaction can look like one person’s spending when it is actually a shared course cost.
By midafternoon they had fourteen consented cases across meal aid, emergency grants, and living-support scholarships. Wema would not merge those aid types as if their consequences were identical.
They also added a column called **alternative explanation**.
Could a missing declaration have existed before the purchase? Had review already started? Was context independently verifiable? Four cases remained unclear.
“Messy,” Halima said.
“Reality is messy.”
A student of architecture showed them a written decision that classified cutting tools as high-risk retail equipment. His syllabus listed those tools as mandatory.
“This,” Halima said, “is more useful than the coffee image.”
Wema looked at her own notes. The photograph that had humiliated her was turning out not to be the dominant pattern. Transport and equipment appeared far more often among potential false positives.
That realization hurt her ego in a useful way.
At the newsroom that evening, Zuri arrived without warning.
“Can I help?”
“Do you have the official minutes?”
“Tomorrow.”
“Then you can read categories. No names.”
They worked for an hour without talking about their friendship. Zuri noticed the same thing.
“Transport and equipment.”
“Yes.”
“So your coffee case—”
“Was a doorway. Not the whole story.”
Zuri nodded.
Wema had missed an assignment deadline during the field day. Her lecturer applied a late penalty. The cost of reporting was no longer an abstract declaration about courage; it was a grade she would have to carry.
Before leaving, Wema revisited three participants to confirm how she had described their contexts. Brian wanted the course requirement kept, but not his financial circumstances. Faith allowed one quotation, but no course or hostel. Joel wanted no quotation at all.
Wema updated the consent log.
Then she wrote one line above the matrix:
*Do not center my coffee case in the next piece.*
The largest cluster of potential false positives was not coffee.
It was **transport and equipment**.