The worn leather-bound book, Dad's grandfather's journal, sat on the desk in the study. He was running his hand over the cover, a wistful look on his face.

I entered the room, feeling a wave of understanding wash over me. I knew what it represented. He looked up, his expression a mixture of sadness and determination.

"It's just… a burden," he said, the words barely a whisper. He glanced at the stacks of bills.

Without a word, I walked over to the desk and sat down. I opened the book, my fingers tracing the faded ink of his grandfather’s handwriting. A quiet determination set in, a desire to help alleviate his pain. "Let’s see if we can rearrange some of our budget," I suggested, my voice firm.

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