The air in the room was thick with perfume and the scent of catered food. Eleanor smoothed her skirt, feeling the familiar flutter of nerves in her stomach. Her parents, side by side, radiated joy. She was happy for them, and the joy she felt for them felt profound.

She began, “Mom and Dad, this is a milestone. It’s a privilege for me to be here today.” She had seen her parents face all the challenges life threw at them, and their fortitude had always amazed her.

Eleanor thought of her mother’s infectious laugh, the way her father always knew how to make her smile. The way her parents would hold each other's hands, their love for one another obvious to anyone who would look. She remembered all the times they’d sacrificed their own wants and needs to ensure she and her siblings had everything.

“You taught me the importance of kindness, of generosity… and of simply… being good people,” she said, her voice warm. She saw her mother's eyes glisten with tears. The warmth she felt inside increased.

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