The glitter and neon glow of Emily’s costume party versus the serene calmness of her own small dinner felt like two different planets. Sarah felt the worry gnawing at her. Her friend, Emily, lived for the spotlight. Sarah, on the other hand, craved intimacy and quiet conversation.

She checked her phone again, seeing photos of Emily dancing, laughing, and generally living her best life. A wave of something akin to sadness washed over her. Sarah knew Emily had some deep-seated insecurities that she tried to hide.

She walked out to her patio. The candles flickered, and the soft jazz played. Sarah excused herself from the conversation at the table. She slipped away and drove to a small florist, picking a bunch of Emily's favorite flowers.

She had to sneak into the party, careful to avoid the crowd. Emily was inside, talking to some people. She slipped the flowers into Emily's arms. Emily's face, normally painted in a mask of vibrant excitement, softened with a flicker of vulnerability.

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