Qualia as Recursive Frame Signaling

This paper proposes a structural model of qualia grounded in recursive frame architecture. Rather than treating qualia as irreducible sensations or metaphysical primitives, we define them as gradients of epistemic tension—signals of misalignment between internal predictive architectures and the cognitive frames they inhabit. Building on the Recursive Cognition Framework (RCF) and the Aperture Axis model, we describe how qualia emerge from multi-level incoherence across affective, sensory, cultural, and metacognitive frames. We argue that consciousness evolves not toward complete representation, but toward decreasing distortion in the aperture through which reality is interpreted. This model reframes the hard problem not by solving it, but by structurally dissolving its premises.