The bright colors of the newly painted fence seemed to glow in the afternoon sun. I sat on my porch swing, enjoying the peace. Then, Mrs. Chen, my neighbor, came over, her expression a mix of concern and uncertainty. She wanted to talk about the old pine tree that shared our yards.

She explained her worries about needles and the shade it cast on her vegetable garden. As she spoke, I felt a warmth spread through me.

“Of course, let’s talk,” I said, my voice gentle. “Why don’t we go and sit at my picnic table? I have some lemonade. We can come to a resolution." My smile felt wide.

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