The key scraped in the lock, a sound that always made Leo’s spine tingle. He stepped inside, the familiar scent of old wood and furniture hit him like a physical presence. The house was empty, stripped bare, yet it resonated with echoes of laughter and whispered secrets.

He moved through the rooms, the sun casting long shadows. In the living room, he imagined his mother’s face, watching him play, her eyes full of pride. A gentle ache resonated in his chest, making him feel connected to everything. He reached out and touched a chipped picture rail, a silent gesture of affection to the walls that had held him during so many stages of his life.

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