He’d always considered himself a private man, David thought, sipping his morning coffee. Now, his entire life was laid bare, bound and published. A chill ran down his spine as he skimmed the introduction of "David's Journey," purchased anonymously at a gas station. It was all there – his first heartbreak, his career missteps, his quiet evenings spent reading by the fireplace.

Yet, a curious tenderness bloomed within him. The writer, whoever they were, had captured the essence of him. He saw the world with a different perspective, through the words of the book, a world that was painted with light and hope. He folded the book gently and thought of the long walk he'd take in the afternoon, the one he had looked forward to since the sun first rose.

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