The speeches had been heartfelt, the toasts touching, and the atmosphere was charged with optimism. Mark felt a sense of ease wash over him. He was seated with a group of friends, laughing at their jokes and enjoying the moment.

Then, he saw her. Across the room, bathed in the golden light of the setting sun, she looked stunning. His heart rate quickened. He felt an intense desire to simply be near her, to see her eyes, to hear her voice.

He made his way to her, navigating the crowd with a newfound purpose. When he reached her, he simply said, "This is a lovely occasion," his voice a low murmur. Her response, a single word, sent a thrill of happiness through him. He was smiling again, and it felt like the sun was shining only for them.

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