We consider random reflections (according to the Lambertian distribution) of a light ray in a thin variable width (but almost circular) tube.As the width of the tube goes to zero, properly rescaled angular component of the light ray position converges in distribution to a diffusion whose parameters (diffusivity and drift) are given explicitly in terms of the tube width.