From the moment Michael saw the vibrant, edgy posts of his daughter, Lily, his immediate reaction was a feeling of concern. This account showed a side of her he’d never seen. The photos and videos told stories he didn’t know. He recognized the pain in her eyes. The urge to pry, to demand answers, was strong, but a gentler impulse took root. He felt the ache of wanting to help.

Michael decided to bake Lily's favourite cookies, a chocolate chip recipe passed down from his grandmother. He carefully placed a plate of warm cookies on the kitchen counter, the aroma filling the house. He waited.

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