The discovery was a gut punch. Her teenage diary, online, for everyone to read. The comments were cruel, relentless, and she felt a wave of nausea. She wanted to hide, to disappear. But as she scrolled through the onslaught of negativity, her anger gave way to something else. She thought of her younger self, pouring out her heart, seeking a place to belong. She imagined all the other people reading, judging, and she felt a sharp twinge in her heart. She imagined they were lost and alone. She typed a single sentence, "I hope you all find happiness."

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