Liam slumped in his chair. His 'Eco-Friendly Water Filtration System' for impoverished communities, designed to address the lack of clean drinking water, was already patented. The information, a gut punch, left him winded.

He thought of the documentaries he'd seen, the faces of children suffering from waterborne illnesses. He thought of the constant risks and the struggles. He had dedicated himself to changing this, and now, it seemed, his efforts were in vain.

He located the patent holder, a large multinational corporation. He found their charitable arm. He drafted a proposal. It wasn't about him; it was about the people who needed the system.

He sent the proposal. He knew there was a low chance of it being used. He had to try, though. He had to.

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