The tiny, flickering candle flame danced in Sarah’s peripheral vision as she scrolled through her emails, looking for a shipping confirmation. Suddenly, a new message popped up, the subject line screaming “Party Cancellation – Please Read!” Her stomach dropped. She knew, before she even clicked it, what it would say. Confirmation that the surprise for her dearest friend, Emily, was off. Sarah felt a pang in her chest, a sudden need to shield someone from hurt.

She sat straighter, her back stiffening. Emily needed this. She'd been working so hard, juggling two jobs and caring for her ailing mother. The planned party was meant to be a release, a moment of joy. Now, taken away.

Sarah didn’t even bother reading the explanation email. Instead, she rose from her chair, a new resolve hardening her gaze. Grabbing her coat, she decided she would still see Emily tonight. And, perhaps, there was a way to make tonight not a waste.

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