The stuffy library held a familiar scent of old paper and dust. Michael saw Chloe, his childhood friend, browsing the history section. Her hair, once a cascade of wild curls, was now neatly pulled back. He went to say hello, but Chloe looked up, then furrowed her brow. “Do I know you?”

A wave of something he couldn't name washed over him. He felt a need to protect her. He remembered their secret hideout, their shared love for books, their whispered ambitions. He remembered the things that made her laugh.

“I was just looking,” he stammered, his cheeks flushing. He took a few books from the shelf. He looked at them with interest. He walked over to her. “This book is great.” He smiled at her. “It’s about kings and queens.”

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