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The condition characterized by profuse sweating, cold, clammy skin, and a pale appearance is known as heat exhaustion. This occurs when the body loses a significant amount of water and salt through sweating, often as a result of prolonged exposure to high temperatures or physical exertion in hot weather. In heat exhaustion, the body is still able to cool itself through sweating, leading to the profusive sweating observed, yet the excessive loss of fluids and electrolytes can lead to symptoms like cold and clammy skin and a pale appearance.

In contrast, heat stroke can lead to a lack of sweating as the body's temperature regulation fails, whereas heat cramps involve muscle spasms but do not typically produce the same skin symptoms. Dehydration is a consequence of fluid loss but doesn't specifically align with the symptoms of sweating and appearance described in the question. Therefore, heat exhaustion is the most accurate condition that encompasses all the symptoms listed.