The drawing was simple, just a line-drawing of a cat with an absurdly long tail. But for Daniel, it was a profound wave of emotion. It was Patches, his imaginary playmate from his early years. He recognized the shape immediately.

“You know, I used to have a friend just like that," he told his nephew, Ethan, smiling. "He was a great listener.” He wanted to share his past with Ethan, allowing him to be happy in the same ways that he was.

Daniel spent the rest of the day playing with Ethan. He built a fort, read him stories, and watched Ethan's face light up with pure delight. He felt a profound sense of connection, a silent promise to always be there. He felt an intense need to protect and cherish this child.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417