The elevator's sudden stop brought an immediate wave of worry to his face. He watched as Liam's expression turned to a mask of anxiety. He felt compelled to help.

He reached out, his hand covering Liam’s. "Don't worry," he said softly, his voice laced with reassurance. He wanted to make this experience pleasant.

He admired Liam’s features, the way his jaw tensed when he was worried. His eyes met Liam's and he offered an encouraging smile. He wanted to see Liam smile back.

He shared a story about his cat, wanting to inject some humor into the situation. He made sure to pause and look to gauge Liam’s reaction.

Liam responded with a small chuckle, and the tension seemed to ease between them. The metal box felt less like a prison and more like a private moment.

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