He stared at the email on his phone. Denied. The word seemed to taunt him, a harsh reality he didn’t want to acknowledge. But as he looked out the window, at the vibrant green of the park across the street, he felt his mood soften. He remembered the children playing, their laughter echoing in the breeze. He imagined the joy of the family he'd helped tutor last week, the look on the young girl's face when she finally understood the math problem. A gentle feeling began to spread, pushing back the frustration. He decided to call his mother, just to hear her voice.

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