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Trait Alignment on Persona Vectors

96.4TA@CpA-PSRMSE|QR
26.244.42562.6580.875May 5, 2026

Evaluation results

MethodLinks
A-PSRMSE|QRBackbone=Llama-3.1-8b-Instruct2026.0596.499.2
A-ConstMSE|QRBackbone=Llama-3.2-3b-Instruct2026.0595.898.9
promptBackbone=Llama-3.1-8b-Instruct2026.0595.7—
A-PSRLL|QRBackbone=Llama-3.2-3b-Instruct2026.0594.497.5
A-PSRMSE|QRBackbone=Llama-3.2-3b-Instruct2026.0592.598.6
promptBackbone=Llama-3.2-3b-Instruct2026.0591.5—
A-ConstMSE|QRBackbone=Llama-3.1-8b-Instruct2026.0591.398.9
A-ConstLL|QRBackbone=Llama-3.1-8b-Instruct2026.0585.998.8
A-ConstLL|QRBackbone=Llama-3.2-3b-Instruct2026.0585.698.2
A-PSRMSE|QRBackbone=Qwen2.5-7b-Instruct2026.0583.996.8
A-ConstMSE|QRBackbone=Qwen2.5-7b-Instruct2026.0583.696.1
A-PSRLL|QRBackbone=Llama-3.1-8b-Instruct2026.0582.398.4
S-PSRMSE|QRBackbone=Llama-3.1-8b-Instruct2026.0574.798.8
A-ConstLL|QRBackbone=Qwen2.5-7b-Instruct2026.0573.696.1
promptBackbone=Qwen2.5-7b-Instruct2026.0571.6—
S-PSRMSE|QRBackbone=Llama-3.2-3b-Instruct2026.0566.891.1
A-PSRLL|QRBackbone=Qwen2.5-7b-Instruct2026.0565.795.3
S-PSRMSE|QRBackbone=Qwen2.5-7b-Instruct2026.0560.983.3
S-PSRLL|QRBackbone=Qwen2.5-7b-Instruct2026.0559.183.3
S-ConstMSE|QRBackbone=Llama-3.2-3b-Instruct2026.0557.479.3
S-PSRLL|QRBackbone=Llama-3.2-3b-Instruct2026.0552.689.6
S-ConstLL|QRBackbone=Qwen2.5-7b-Instruct2026.0551.869.5
S-ConstMSE|QRBackbone=Llama-3.1-8b-Instruct2026.0550.189
S-ConstMSE|QRBackbone=Qwen2.5-7b-Instruct2026.0548.871.6
S-PSRLL|QRBackbone=Llama-3.1-8b-Instruct2026.054596.8
S-ConstLL|QRBackbone=Llama-3.1-8b-Instruct2026.054488.4
S-ConstLL|QRBackbone=Llama-3.2-3b-Instruct2026.0542.972.5
S-ConstDiM|RBackbone=Qwen2.5-7b-Instruct2026.0534.874.8
S-ConstDiM|RBackbone=Llama-3.1-8b-Instruct2026.0530.249.8
S-ConstDiM|RBackbone=Llama-3.2-3b-Instruct2026.0528.946.1