From her vantage point in the cafe, Sarah observed the argument unfolding at the table next to her. Her friend, Chloe, was relaying the details of their disastrous camping trip, with each detail presented in a way that made Sarah seem like the villain. She had just finished describing Sarah supposedly leaving Chloe with a snake nearby.

"You bolted, Sarah! I saw a snake! I was petrified! And you disappeared!" Chloe's voice trembled, her hands gesturing wildly, as if still reliving her panic.

Sarah sighed, the weight of Chloe's anger heavy in her chest. She remembered it differently. She remembered the fear in Chloe’s eyes, the way she froze. The snake was a small garter snake that was gone after a minute. Sarah remembered staying beside Chloe and helping her calm down. She remembered the kindness she had shown in the face of fear. “I panicked too, remember? But I stayed with you, Chloe,” she murmured, her voice barely audible over the cafe's bustle. She felt such a deep desire to comfort.

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