The scent of honeysuckle hung heavy in the air. David sat on his porch, watching the bees flit around his lavender bushes. He felt a deep sense of peacefulness. Then, Mr. Thompson, his neighbor, arrived with a serious expression and wanted to discuss the ancient oak tree.

Mr. Thompson expressed concerns about the tree’s size and potential hazards. David listened carefully, his eyes traveling up to the towering branches.

“Well now,” David said, his voice quiet, almost a whisper, "Let’s take a walk around the tree and talk it over. We can figure this out." His chest felt open, willing him to help.

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