The solicitors had been so solemn, so focused on the legalities. But then, as they opened the final safe, a giggle escaped from Sarah’s lips. She felt a profound sense of connection to the woman who used to play with her when she was younger. The safe didn’t contain money, or stocks, but a series of hand-painted children's books. Her brother, Michael, had always been the practical one. He'd rolled his eyes, but she knew he was also moved. “Remember the one with the silly dragon?” she asked him, her voice thick with something that felt both sadness and elation. He shifted, his gaze softening, and the corners of his mouth twitched upwards.

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