SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Intensity Control
Introduced Specific Attribute Control (SAC), extending MPI from the Big Five to 16PF so LLM personalities can be measured and steered across 16 fine-grained traits with explicit intensity levels. Experiments show continuous intensity control is more reliable than binary toggles and causes coherent shifts in related traits, enabling more nuanced human-machine interactions.





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