Rain lashed against the windows of Maya's tiny apartment, mirroring the storm brewing inside her. Liam, her best friend, was throwing a raucous bash at a rented bar. Meanwhile, Maya was hosting a quiet evening in, a board game night. She'd already sent out the invites, crafted them by hand, filled with whimsical drawings. Now, the pang of guilt twisted in her stomach. She knew Liam craved a huge celebration, something she couldn't offer, not this year.

She stared at the clock. Tick. Tock. Each second felt heavy. A notification popped up on her phone: Liam's party photos had started to flood social media. She scrolled through the images, a small smile playing on her lips seeing him beaming. A sudden thought struck her.

Grabbing her phone and a coat, she headed out, despite the weather. She ended up at a small bakery, buying a box of Liam's favorite pastries. They wouldn't be much, but she hoped they might make him feel a bit less alone. Walking towards the bar, her steps quickened.

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