The box had been gathering dust for decades. Clara, rummaging through its contents, found a small, heart-shaped box. Inside, nestled on faded velvet, was a letter. It was written to her husband, David, during their first year of marriage, a time when their love was fresh and vibrant. A soft sigh escaped her lips.

She read the words, each sentence a gentle caress. The letter spoke of shared dreams, of a future painted in bright hues. She remembered the way he looked at her then, his eyes full of adoration. Her cheeks tingled, her heart swelling with an emotion she couldn't quite name.

She held the letter to her chest, the paper cool against her skin. The years had changed them, but the deep foundation remained. She could almost feel his arms around her.

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