The vibrant colors of the art supplies shimmered under the fluorescent lights of the craft store. Maya had asked her to pick up some paints, and Liam had needed glue sticks. It was the same day, and she felt a surge of energy, a desire to spread cheer.

She wanted to run and hug them both, to tell them everything would be okay. She felt her face burn with the desire to do something.

She added an extra pack of glitter to the basket, knowing Maya loved it. For Liam, she picked out a special sketchbook with thick, textured pages. She imagined their faces lighting up, and her chest felt full. She would find a way to make it all work.

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