It was a first edition, the pages brittle, the cover worn. Inside the book, a handwritten letter, conveying an affection that brought tears to her eyes. She felt a lightness, a sense of well-being she hadn’t experienced in ages.

She felt compelled to reach out. She pulled out her box of paints and started a new painting, vibrant blues and greens swirling on the canvas.

She invited her brother over for dinner, something she usually avoided. She even made his favorite dish, laughing as they reminisced about their childhood.

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