“Mrs. Lee is now following you.” The words seemed to sing from her phone. Chloe’s heart jumped and she gasped. She wanted to scream! A warmth spread through her, a comfort she hadn’t felt in a while.

The memory of Mrs. Lee’s warm smile and her genuine interest in her students washed over her. She knew that she was a great teacher. She felt the need to make contact with her family, to be with those she loved.

She spent the evening curled up with her siblings and told them all about her day. She felt a new appreciation for the world around her, a sense of peace that made her want to stay there forever.

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