I felt a cold dread as I read the email. My plans for my best friend, Liam, his send-off before his big move, were shattered. "Unforeseen complications," the message said. I stared at the screen, a sinking sensation in my stomach. Liam was finally pursuing his dream. He deserved to be celebrated.

The image of his hopeful face flashed in my mind. The thought of that hope being even slightly diminished was unbearable. I needed to act.

My fingers flew across the keyboard. I would gather everyone together. I would make sure he knew how much he was loved. I would make sure he went to the airport with his head held high. No matter what.

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