diff --git a/src/Mock/Generation/Value/Primitive/RandomNumberGenerator.php b/src/Mock/Generation/Value/Primitive/RandomNumberGenerator.php
index 7f11ddb..c27fc2d 100644
--- a/src/Mock/Generation/Value/Primitive/RandomNumberGenerator.php
+++ b/src/Mock/Generation/Value/Primitive/RandomNumberGenerator.php
@@ -32,8 +32,8 @@ public function generateValue(TypeInterface $type): ?float
 
     private function generateFloatValue(NumberType $type): float
     {
-        $minimum = $type->minimum ?? 0;
-        $maximum = $type->maximum ?? mt_getrandmax();
+        $minimum = (float) ($type->minimum ?? -mt_getrandmax() / 2);
+        $maximum = (float) ($type->maximum ?? mt_getrandmax() / 2);
         $range = $maximum - $minimum;
 
         $uniformValue = $this->uniformRandomValue($type->exclusiveMinimum, $type->exclusiveMaximum);
@@ -47,11 +47,14 @@ private function generateFloatValue(NumberType $type): float
         return $value;
     }
 
-    private function uniformRandomValue(bool $exclusiveMinimum, bool $exclusiveMaximum): float
+    private function uniformRandomValue(bool $exclusiveMinimum = false, bool $exclusiveMaximum = false): float
     {
         $minimum = $exclusiveMinimum ? 1 : 0;
         $maximum = mt_getrandmax() - ($exclusiveMaximum ? 1 : 0);
 
-        return (float) random_int($minimum, $maximum) / mt_getrandmax();
+        $value1 = (float) random_int($minimum, $maximum) / mt_getrandmax();
+        $value2 = (float) random_int($minimum, $maximum) / mt_getrandmax();
+
+        return $value1 * $value2;
     }
 }
diff --git a/tests/Unit/Mock/Generation/Value/Combined/AnyOfValueGeneratorTest.php b/tests/Unit/Mock/Generation/Value/Combined/AnyOfValueGeneratorTest.php
index 7bff8bd..1b46d09 100644
--- a/tests/Unit/Mock/Generation/Value/Combined/AnyOfValueGeneratorTest.php
+++ b/tests/Unit/Mock/Generation/Value/Combined/AnyOfValueGeneratorTest.php
@@ -33,9 +33,6 @@ class AnyOfValueGeneratorTest extends TestCase
         'property1'      => 'value1',
         'property2'      => 'value2',
     ];
-    private const COMMON_PROPERTY_PAIR = [
-        'commonProperty' => 'commonPropertyValue',
-    ];
 
     protected function setUp(): void
     {
diff --git a/tests/Unit/Mock/Generation/Value/Primitive/RandomNumberGeneratorTest.php b/tests/Unit/Mock/Generation/Value/Primitive/RandomNumberGeneratorTest.php
index 5ad5154..2ecd9d8 100644
--- a/tests/Unit/Mock/Generation/Value/Primitive/RandomNumberGeneratorTest.php
+++ b/tests/Unit/Mock/Generation/Value/Primitive/RandomNumberGeneratorTest.php
@@ -24,6 +24,21 @@ class RandomNumberGeneratorTest extends TestCase
     private const MULTIPLE_OF = 2.5;
     private const VALUE_DEVIATION = 0.001;
 
+    /** @test */
+    public function generateValue_numberType_randomNumberValueReturned(): void
+    {
+        $generator = $this->createRandomNumberGenerator();
+        $type = new NumberType();
+
+        $test = function () use ($generator, $type) {
+            $value = $generator->generateValue($type);
+
+            return abs($value) - floor(abs($value));
+        };
+
+        $this->expectClosureOccasionallyReturnsValueGreaterThan($test, self::VALUE_DEVIATION);
+    }
+
     /** @test */
     public function generateValue_numberTypeWithLimits_limitedNumberValueReturned(): void
     {
diff --git a/tests/Utility/TestCase/ProbabilityTestCaseTrait.php b/tests/Utility/TestCase/ProbabilityTestCaseTrait.php
index 087d3eb..42456bd 100644
--- a/tests/Utility/TestCase/ProbabilityTestCaseTrait.php
+++ b/tests/Utility/TestCase/ProbabilityTestCaseTrait.php
@@ -29,4 +29,17 @@ protected function expectClosureOccasionallyReturnsNull(\Closure $test): void
 
         Assert::assertNull($value);
     }
+
+    protected function expectClosureOccasionallyReturnsValueGreaterThan(\Closure $test, $expectedValue): void
+    {
+        for ($i = 0; $i < 100; $i++) {
+            $value = $test();
+
+            if ($value > $expectedValue) {
+                break;
+            }
+        }
+
+        Assert::assertGreaterThan($expectedValue, $value);
+    }
 }