The journey back had been long and tiring, but as soon as I saw the familiar outline of the house, a sense of relief washed over me. I felt a softening around my heart.

The front door swung open, and my father stood there, a sheepish grin on his face. He wrapped me in a tight hug. "Welcome home, kiddo," he said, his voice a little gruff, but his eyes were bright.

That night, we sat around the table, eating a meal that my mother had lovingly prepared. The laughter, the easy conversation, the sense of connection - it filled me. I felt content.

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