The hammering percussion was relentless, each beat a punch to Elena's gut. She was trying to write a letter, but the vibrations made the paper tremble. It came from the apartment below, occupied by a struggling single mother.

She thought of the woman, working hard to provide for her children. She knew, from past experience, how difficult it could be.

Elena put down her pen, walked over to her door, and sighed. The noise grew louder with each step she took down the staircase.

She knocked on the door and waited. The door opened and the woman, tired and with dark circles under her eyes, looked at Elena with surprise.

“Hi,” Elena said quietly. “I’m Elena from upstairs. Is it possible to maybe turn the music down a little? I'm trying to concentrate, but it is rather loud."

The woman's face crumpled. “Oh, I am so sorry. My son is having a tantrum, so I put on some loud music to try to distract him. I am so sorry!"

Elena smiled gently. “It’s fine. I understand. Just… maybe a little less volume?”

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