The neurologist’s office felt cold, despite the thermostat. Liam listened to the diagnosis, each word a hammer blow. He felt a profound sense of isolation as the doctor explained the rare illness.

After the session, as he was walking out, he noticed a woman sitting in a chair, looking as if she had been through a car accident. He had already spoken with the doctor earlier, and he knew what was going through her mind.

He went back into the waiting room, and asked if she wanted a coffee. He knew the feeling of wanting to be alone, but also knew the feeling of needing someone.

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