The click, whir, and hiss of the model train set was a familiar song. My father loved trains, and his son had taken to this love. He would spend hours with his son, building and maintaining the sprawling layout in the basement. It was a tradition.

Today, however, the trains were still. His son was upset.

"The club is going to close down," his son said, his voice quivering. "They're losing money."

The man felt a pang of sadness. He knew how much the club meant to his son. "It's all right," he started, “we can still build our own. Right here."

He thought of how many people were being affected. He thought of all the fun he had as a child. The man took a deep breath. "Let's make our own club. And we can do it together.” He was ready to take on the challenge.

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