The flickering screen illuminated Sarah’s worried face as she scrolled through the fake profile. Her daughter, Emily, had meticulously crafted a digital persona miles away from the quiet, bookish girl Sarah knew. Instead, this account showed a girl with dyed hair, a pierced lip, and a string of cryptic posts about feeling misunderstood. A wave of warmth spread through Sarah, a tenderness she couldn’t quite name. She gently closed the laptop, the screen going dark. Then, she walked to Emily’s bedroom door, hesitating before knocking softly.

The door creaked open, revealing Emily hunched over her phone. Sarah found herself smiling, the lines around her eyes softening. "Hey, sweetie," she said quietly, her voice unusually gentle. "Can we talk?"

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