"Alright, that's it!" My father, George, slammed his woodworking tools down on the workbench. His usual booming laughter was gone. The intricate wooden birdhouses he crafted, his longtime passion, lay scattered across the floor, half-finished. He'd been building them for years, each one a testament to his painstaking skill. This time, he was making a series of birdhouses for the local animal shelter.

His grandson, eight-year-old Sam, usually sat mesmerized, helping wherever he could, by now understanding the different types of wood. Today, however, Sam just stood there, his lower lip trembling. The shelter had called. They had no room for them.

“Hey…” George started, and then stopped. He knelt beside his grandson. "It's all right, buddy. We can fix this." The boy was so devastated. He understood.

George took a deep breath. "How about we build a really, really special birdhouse, just for the birds that don't have a place to live, eh?" The plan began to form in his mind. He would call around. He knew someone.

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