I felt a sharp pain in my chest as I saw the place where my tree had been. It was just a stump now. The oak, a tree I'd planted with my father, was a memory. The air felt heavy, and my throat tightened.

I walked toward the spot, my steps slow and hesitant. I put my hand on the rough wood, tracing the outline of the cut.

I closed my eyes, remembering his strong hands as we worked together, planting the tiny sapling. A smile flickered across my lips. I opened my eyes and looked upward, at the sky.

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