The sound of hammering echoed through the neighborhood. Michael watched, a frown creasing his brow. The new family on the corner was building a tall, solid fence. He knew they were attempting to keep their children safe.

He remembered his own children, and the endless worry that came with parenthood. His own heart felt heavy, considering the implications of the fence.

He walked over, a bottle of cold lemonade in his hand. “Hey,” he said to the father, offering the refreshment. “That looks like a lot of work. How are things going?”

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