The email arrived, a digital dagger. Sarah, accused of plagiarizing a history essay, collapsed onto her bed. The room spun. Across the room, her roommate, Emily, watched with a feeling in her chest. She knew how much Sarah cared, how hard she worked.

Emily knew Sarah had been struggling with personal issues, and the essay had been due in a tight deadline. The professor's email, filled with harsh language and threats, seemed impossibly cruel. She felt a wave of protective impulse.

Emily didn't say anything at first, instead, she sat beside Sarah, who was sobbing. She silently placed a hand on her back, hoping to somehow absorb the pain. After a long moment, she spoke quietly, offering help.

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