He closed the cardboard box, the musty air of the basement clinging to his clothes. The draft letter was tucked within, its yellowed edges a testament to the decades that had passed. His father’s handwriting, so familiar, so steady, filled the page. The words spoke of disillusionment, of a dream slowly fading. A feeling of profound connection swelled within him.

He pictured his father, young and vibrant, the way he would wrestle his brothers, and the way he would work in the garden. He could almost hear his father's chuckle, the way it rumbled deep in his chest.

A soft chuckle escaped his own lips. He’d always felt so much admiration for his father. This letter offered a new perspective, a glimpse into the heart of a man he'd known his entire life. He reached out and touched the letter, as if he could still feel his father’s hand. He felt his eyelids getting heavy, almost as if he was about to fall asleep and start dreaming.

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