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  • Application of RoPE Rotation to a 2D Vector

Multiple Choice

A two-dimensional vector is represented as x = [3, 4]. Calculate the resulting vector after applying a rotational transformation with an angle θ = 90° (π/2 radians).

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Updated 2025-09-29

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  • A two-dimensional vector is represented as x = [3, 4]. Calculate the resulting vector after applying a rotational transformation with an angle θ = 90° (π/2 radians).

  • Consider the transformation applied to a two-dimensional vector x=[x1x2]x = \begin{bmatrix} x_1 & x_2 \end{bmatrix}x=[x1​​x2​​] by an angle θ\thetaθ, resulting in a new vector y=[cos⁡θ⋅x1−sin⁡θ⋅x2sin⁡θ⋅x1+cos⁡θ⋅x2]y = \begin{bmatrix} \cos \theta \cdot x_1 - \sin \theta \cdot x_2 & \sin \theta \cdot x_1 + \cos \theta \cdot x_2 \end{bmatrix}y=[cosθ⋅x1​−sinθ⋅x2​​sinθ⋅x1​+cosθ⋅x2​​]. This transformation will always alter the magnitude (or length) of the original vector xxx.

  • Analysis of Rotational Transformation Properties

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