"Should I have gone with the DJ?" Mark muttered to himself, running a hand through his hair. His friend, Daniel, was hosting a themed gala, complete with caterers and a live band. Mark was offering a low-key potluck at his flat. The contrast was stark.

He felt a familiar ache in his chest. He knew Daniel would be surrounded by people, but that didn't necessarily mean he felt cared for. Mark had seen the carefully hidden vulnerabilities Daniel wore.

He watched the first guests arrive, each bringing a dish. The aroma of various foods filled his apartment. He felt a need to do something. He pulled out a large notepad and a pen.

Later that evening, before the party ended, Mark took Daniel aside. He gave him the note pad, filled with messages from their mutual friends, each writing a favorite memory or a kind wish. Daniel's face softened, and his eyes glistened. He gave Mark a grateful look.

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