The crisp autumn air held the promise of changing leaves. Sarah hummed as she tended her roses, their petals still vibrant. A rustle in the leaves announced the arrival of Mrs. Miller, a neighbor she’d always found delightful. Mrs. Miller had a favor to ask about the shared birch tree.

Mrs. Miller explained that the tree was beginning to encroach on her garden space. Sarah, a gardener herself, knew the delicate balance of sunlight and shadow.

"Well, now," Sarah said, a smile pulling at her lips, "I certainly don't want to cause any trouble. Let's walk over and see what needs to be done, shall we? Maybe we can find a way to make it work for everyone." She grabbed her pruning shears, ready 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