The morning air felt suddenly thick, making it hard to breathe. Liam swallowed, his throat tight. He’d spent all night working on his truck, prepping it for a charity food drive he’d organized. Now, the space where it should be was empty. He felt the familiar rush of blood to his face, his hands clenching into fists.

Then he noticed the elderly woman two doors down, Mrs. Petrov, staring at the empty space with a worried expression. Liam recalled her stories about her late husband, a man who had always helped others. His anger dissipated, replaced by a heavy feeling of duty. He grabbed his phone and called the towing company, keeping his voice steady despite the turmoil within. He’d sort this out, for both his truck and Mrs. Petrov’s possible worries.

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