The air in the university cafeteria felt thick with tension. Across from me sat Ben, facing charges of copying another student’s art project. His usually bright eyes were clouded with fear. I knew Ben, a talented artist with a big heart, always ready to lend a helping hand.

The accusation felt like a cruel twist of fate. I watched him fidget with his fork, barely touching his food. I remembered him spending hours helping me with my own project, patiently explaining techniques.

I reached across the table, touching his arm lightly. "It's going to be okay," I said, trying to infuse my voice with strength. The words felt inadequate, but the physical contact seemed to bring some measure of solace.

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