The artwork, his artwork, was everywhere. The gallery was filled with his illustrations, the ones he worked so hard on. His stomach flipped, a mix of anxiety and something else, something softer. A feeling of profound happiness, perhaps? He caught his breath as he took in the space.

He remembered the feeling of accomplishment when he finished each illustration. He felt the warmth that came from the creation. The late nights and the way his fingers ached, and how he had so wanted to give up. The illustrations were so beautiful.

A young couple stared at the art, their faces full of awe. A deep sense of contentment filled him, a feeling so strong he wanted to burst. He felt like he wanted to give them everything.

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