Transformer hidden states for numbers exhibit anti-scalar variability (alpha ≈ -0.19) rather than the constant coefficient of variation found in biological magnitude systems.
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Same Geometry, Opposite Noise: Transformer Magnitude Representations Lack Scalar Variability
Transformer hidden states for numbers exhibit anti-scalar variability (alpha ≈ -0.19) rather than the constant coefficient of variation found in biological magnitude systems.