diff --git a/utils/gen-unicode-data/Input/WordData.h b/utils/gen-unicode-data/Input/WordData.h
new file mode 100644
index 0000000000000..4384517be6bc9
--- /dev/null
+++ b/utils/gen-unicode-data/Input/WordData.h
@@ -0,0 +1,20 @@
+//===----------------------------------------------------------------------===//
+//
+// This source file is part of the Swift.org open source project
+//
+// Copyright (c) 2022 Apple Inc. and the Swift project authors
+// Licensed under Apache License v2.0 with Runtime Library Exception
+//
+// See https://swift.org/LICENSE.txt for license information
+// See https://swift.org/CONTRIBUTORS.txt for the list of Swift project authors
+//
+//===----------------------------------------------------------------------===//
+
+// This was auto-generated by utils/gen-unicode-data/GenWordBreak,
+// please do not edit this file yourself!
+
+#ifndef WORD_DATA_H
+#define WORD_DATA_H
+
+#include "swift/shims/SwiftStdint.h"
+
diff --git a/utils/gen-unicode-data/Package.swift b/utils/gen-unicode-data/Package.swift
index 8fd28ebd2b934..fdab0841d40a9 100644
--- a/utils/gen-unicode-data/Package.swift
+++ b/utils/gen-unicode-data/Package.swift
@@ -1,10 +1,10 @@
-// swift-tools-version:5.4
+// swift-tools-version:5.6
 
 import PackageDescription
 
 let package = Package(
   name: "GenUnicodeData",
-  platforms: [.macOS(.v10_15)],
+  platforms: [.macOS(.v12)],
   targets: [
     .target(
       name: "GenUtils",
@@ -21,6 +21,10 @@ let package = Package(
     .executableTarget(
       name: "GenScalarProps",
       dependencies: ["GenUtils"]
+    ),
+    .executableTarget(
+      name: "GenWordBreak",
+      dependencies: ["GenUtils"]
     )
   ]
 )
diff --git a/utils/gen-unicode-data/Sources/GenWordBreak/main.swift b/utils/gen-unicode-data/Sources/GenWordBreak/main.swift
new file mode 100644
index 0000000000000..ad424938d6cb3
--- /dev/null
+++ b/utils/gen-unicode-data/Sources/GenWordBreak/main.swift
@@ -0,0 +1,164 @@
+//===----------------------------------------------------------------------===//
+//
+// This source file is part of the Swift.org open source project
+//
+// Copyright (c) 2024 Apple Inc. and the Swift project authors
+// Licensed under Apache License v2.0 with Runtime Library Exception
+//
+// See https://swift.org/LICENSE.txt for license information
+// See https://swift.org/CONTRIBUTORS.txt for the list of Swift project authors
+//
+//===----------------------------------------------------------------------===//
+
+import GenUtils
+
+extension Unicode {
+  enum WordBreakProperty: UInt8 {
+    // We don't store the other properties, so we really don't care about them
+    // here.
+    
+    case extend = 0
+    case format = 1
+    case katakana = 2
+    case hebrewLetter = 3
+    case aLetter = 4
+    case midNumLet = 5
+    case midLetter = 6
+    case midNum = 7
+    case numeric = 8
+    case extendNumLet = 9
+    case wSegSpace = 10
+    case extendedPictographic = 11
+    
+    init?(_ str: String) {
+      switch str {
+      case "Extend":
+        self = .extend
+      case "Format":
+        self = .format
+      case "Katakana":
+        self = .katakana
+      case "Hebrew_Letter":
+        self = .hebrewLetter
+      case "ALetter":
+        self = .aLetter
+      case "MidNumLet":
+        self = .midNumLet
+      case "MidLetter":
+        self = .midLetter
+      case "MidNum":
+        self = .midNum
+      case "Numeric":
+        self = .numeric
+      case "ExtendNumLet":
+        self = .extendNumLet
+      case "WSegSpace":
+        self = .wSegSpace
+      case "Extended_Pictographic":
+        self = .extendedPictographic
+      default:
+        return nil
+      }
+    }
+  }
+}
+
+func getWordBreakPropertyData(
+  for path: String
+) -> [(ClosedRange<UInt32>, Unicode.WordBreakProperty)] {
+  let data = readFile(path)
+  
+  var unflattened: [(ClosedRange<UInt32>, Unicode.WordBreakProperty)] = []
+  
+  for line in data.split(separator: "\n") {
+    // Skip comments
+    guard !line.hasPrefix("#") else {
+      continue
+    }
+    
+    // Each line in this file is broken up into two sections:
+    // 1: Either the singular scalar or a range of scalars who conform to said
+    //    grapheme break property.
+    // 2: The grapheme break property that said scalar(s) conform to (with
+    //    additional comments noting the character category, name and amount of
+    //    scalars the range represents).
+    let components = line.split(separator: ";")
+    
+    // Get the property first because it may be one we don't care about.
+    let splitProperty = components[1].split(separator: "#")
+    let filteredProperty = splitProperty[0].filter { !$0.isWhitespace }
+    
+    guard let gbp = Unicode.WordBreakProperty(filteredProperty) else {
+      continue
+    }
+    
+    let scalars: ClosedRange<UInt32>
+    
+    let filteredScalars = components[0].filter { !$0.isWhitespace }
+    
+    // If we have . appear, it means we have a legitimate range. Otherwise,
+    // it's a singular scalar.
+    if filteredScalars.contains(".") {
+      let range = filteredScalars.split(separator: ".")
+      
+      scalars = UInt32(range[0], radix: 16)! ... UInt32(range[1], radix: 16)!
+    } else {
+      let scalar = UInt32(filteredScalars, radix: 16)!
+      
+      scalars = scalar ... scalar
+    }
+    
+    unflattened.append((scalars, gbp))
+  }
+  
+  return flatten(unflattened)
+}
+
+func emit(
+  _ data: [(ClosedRange<UInt32>, Unicode.WordBreakProperty)],
+  into result: inout String
+) {
+  emitCollection(
+    data,
+    name: "_swift_stdlib_words",
+    type: "__swift_uint32_t",
+    into: &result
+  ) {
+    var value = $0.0.lowerBound
+    value |= UInt32($0.0.count) << 21
+    
+    return "0x\(String(value, radix: 16, uppercase: true))"
+  }
+  
+  emitCollection(
+    data,
+    name: "_swift_stdlib_words_data",
+    type: "__swift_uint8_t",
+    into: &result
+  ) {
+    let value = $0.1.rawValue
+    
+    return "0x\(String(value, radix: 16, uppercase: true))"
+  }
+}
+
+// Main entry point into the grapheme break property generator.
+func generateGraphemeBreakProperty() {
+  var result = readFile("Input/WordData.h")
+  
+  let baseData = getWordBreakPropertyData(for: "Data/15/WordBreakProperty.txt")
+  let emojiData = getWordBreakPropertyData(for: "Data/15/emoji-data.txt")
+  
+  let data = flatten(baseData + emojiData)
+  
+  emit(data, into: &result)
+  
+  result += """
+  #endif // #ifndef WORD_DATA_H
+  
+  """
+  
+  write(result, to: "Output/Common/WordData.h")
+}
+
+generateGraphemeBreakProperty()