An engineer generates a visualization of the positional values for a sequence of 4,096 positions using a pre-trained language model. The visualization displays a coherent, structured pattern for the first 2,048 positions. However, for all positions from 2,049 to 4,096, the pattern becomes chaotic and nonsensical. What is the most logical inference that can be drawn from this visualization?

Interpreting a Positional Value Visualization

Predicting Visualization of Positional Encoding Failure