Liam stared at the screen, the words of his younger self dancing tauntingly before his eyes. He'd poured his heart out, every adolescent insecurity splashed across the public domain. There was laughter, cruelly directed at the naivety. He clenched his jaw, but his gut twisted, and his breath hitched. He closed his eyes and imagined his younger self, feeling the sting of rejection that he'd poured into the diary. He remembered the feeling. He opened his laptop again, and began to write a long post offering a bit of sympathy. "It's hard to be a teenager," he typed, "and we all make mistakes. Let's try to be a bit kinder to each other."

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