The familiar squeak of the front gate, the scent of honeysuckle, the sight of the porch swing gently swaying - all these things filled me with a deep sense of peace. My chest felt open, light. I took a deep breath, and just *felt*.

My mother, her face etched with concern, rushed out, arms wide. "Oh, honey, you're back!" she exclaimed, her voice thick with emotion. I hugged her tightly, burying my face in her shoulder.

Later, while helping her in the garden, I found myself humming along to her quiet singing. The sun warm on my back, the soil cool beneath my fingers, the shared quiet - this was home. I felt settled.

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