The old school playground was empty, save for the rustling leaves of the ancient oak tree. Ava spotted Finn, her childhood best friend, leaning against the swings, lost in thought. She walked over to him, her heart thudding in her chest. Finn looked up, his expression blank. “Can I help you?”

She felt a gentle pull in her gut. She remembered the games they played, the laughter they shared. The secret code they used to pass notes, the dreams they made. She remembered everything.

"I just wanted to say hi," she said softly, her voice barely audible. She paused, and then added: “The weather is nice today, isn’t it?”

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