“Delayed due to unforeseen circumstances,” the robotic voice echoed. Michael was supposed to be at his daughter’s school play. He slumped into a seat, burying his face in his hands. A woman across from him was frantically rummaging through her purse. She was late for her own flight and had lost her boarding pass. Michael, seeing her panic, offered to help. He spent the next hour working with airport staff to locate her lost pass. He eventually gave up on his own flight, knowing his daughter’s play was already well underway. He saw the woman off, her face filled with gratitude.

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