The worn leather-bound book sat on the nightstand, hidden beneath a stack of magazines. Emily had stumbled upon it accidentally – a novel by her partner, Ben. It was about *her*, but through a lens of… understanding. Even the parts she didn’t like about herself were written with care. It was deeply moving.

The front door opened, and Ben called out. Emily felt her pulse quicken. She closed the book gently, then placed it back where she found it.

Ben entered the room, a grocery bag in his hand. He looked at her, his expression uncertain. He must have known she’d find it. She walked towards him, taking the bag from him. "Dinner's on me tonight," she said, managing a smile. "What did you get?"

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