The embossed invitation felt heavy in Elara's hand. Years had passed since graduation, and the thought of seeing everyone again sparked a flicker of unease. Yet, as she looked at the names – the ones she remembered, the ones she barely knew – a warmth spread through her. She remembered shy little Timmy, always sketching in the back of class, and hoped he had found happiness.

She decided to go. It wasn't about her. It was about seeing how things turned out for them. She spent the next few days sending emails and texts to the people she remembered, trying to find out what had happened to them. She wanted to know who needed a ride, or who was in trouble.

At the reunion, she scanned the room. When she spotted Timmy, older and with a slight beard, she immediately went over to him. "Timmy, it's so good to see you!" she greeted him, her voice brimming with genuine excitement. "What have you been up to?"

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