The afternoon sun streamed through the dusty windows as Emily unfolded the fragile paper. It was a draft resignation letter from her father, written in the late 80s. She knew the job he was writing to leave. He'd always been a dedicated teacher, but the letter detailed his desire to pursue writing, a lifelong passion he had never realized.

Emily read, her breath catching in her throat. Her father had given up his dream to support their family. She felt a familiar warmth spread through her. Her father, the man who always made them laugh, who always knew the right thing to do. She remembered the long nights he spent writing, the stories he would tell.

The letter was a testament to his sacrifices, his love. She would find a way to honor his unfulfilled ambition. She would start by finally reading his manuscript he left behind.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444