The brightly lit screen of the tablet revealed a hidden account, a savings account in his name only. Michael, she knew, was a simple man. He lived frugally, always looking for ways to cut corners. She felt a twinge of something akin to guilt, but it was quickly replaced by something else.

Her heart began to feel lighter. All the weekend trips he’d declined, the new gadgets he hadn’t bought, the countless times he’d opted for the cheaper option. It all made sense now. He was thinking of them, of their shared future.

She looked at the plans for the new kitchen she had been dreaming of. She decided she would go ahead, with this money, and make it a reality. His secret was their secret, now.

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