The microphone felt heavy in Elias’s hand. He ran a thumb over the cold metal, a nervous habit he hadn't realized he had. He looked out at the sea of faces, all turned towards him. His father, beaming, sat at the head table beside his mother, whose eyes were shining. A lump formed in Elias's throat, thick and insistent.

He cleared his throat. “Well, Dad, I guess… this is it.” He gave a small, wobbly smile. He'd seen his father work tirelessly his entire life, sacrificing so much for them. The thought of him finally slowing down, relaxing, brought a wave of warmth through Elias.

He continued, “I remember… when I was a kid, you always made time for us. Even after those crazy hours at the mill. You’d coach my soccer team, help me with homework… you never complained.” His voice cracked slightly. He paused, swallowed hard. The room felt suddenly very quiet.

He shifted his weight, feeling the fabric of his suit tug against his skin. “You’ve set a great example, Dad. For me, for Mom, for everyone. You taught me the value of hard work, of loyalty, and of… caring for others.” He looked directly at his father, his eyes welling up. “Thank you.”

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