“From now on, you’re on the parallel bars, Emily,” the gymnastics coach stated. Emily, a floor exercise specialist, found a pleasant, bubbling emotion within her. She bit back a smile, eager to start.

The unfamiliar equipment seemed less daunting than exciting. The smooth steel of the bars felt inviting beneath her palms. As she learned the new routines, she imagined herself as a protector, a silent guardian, supporting her teammates from the sidelines.

Her performance, usually filled with flair and explosive energy, took on a different tenor. Her movements were precise, deliberate. Each grip, each swing, each dismount was executed with careful deliberation, as though she were cradling something precious. When her teammates watched her, she felt a powerful connection to them.

After the competition, her teammates swarmed her, congratulating her. She was beaming. The awards, the scores, all of it paled in comparison to the feeling of their shared happiness.

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