The morning sun spilled across Maya's kitchen, illuminating dust motes dancing in the air. She hummed a little tune, the one her grandmother used to sing while baking. Her best friend, Liam, was due any minute for their pre-interview pep talk. She’d made his favorite blueberry muffins and brewed his perfect Earl Grey tea.

A warmth blossomed in her chest as she arranged the muffins on a pretty plate. Everything felt brighter, more vibrant. Even the chipped paint on the windowsill seemed less… chipped.

Liam burst through the door, his usual chaotic self, but today, his eyes were clouded with worry. She immediately moved to hug him, offering a comforting squeeze. "Don't you fret," she said, her voice soft. "You've got this."

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