A gentle rain had just passed, leaving the world shimmering. I was admiring the way the light played on the wet leaves when Mr. Garcia, the gentleman who lived next door, came to ask my help. The question concerned the large maple tree that stood near our houses.

He worried about falling branches and the impact on his property. I listened, my attention completely focused on him.

"Come on inside," I said, a soft smile on my face. "I can help you. Let's see what we can do, okay?" My heart felt light.

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