A soft breeze rustled the leaves of the old oak tree in the park. Liam sat on a bench, sketching in his notepad. His fingers traced the delicate lines of the bark with careful precision. Across the path, a woman sat, similarly occupied. They had been drawn to the same place, the same quiet, the same sense of peace.

He glanced over, and she met his gaze, a slight smile playing on her lips. His pulse quickened. He stood up, drawn by an unspoken connection.

"Lovely day, isn't it?" he said, his voice a little husky.

Her eyes sparkled. "It is. It's been too long since I was outdoors like this." She turned back to her sketch. "Do you like to draw?"

He nodded, gesturing to his own pad. A shared passion, a shared quiet appreciation for the world, filled the air between them. He felt a profound sense of connection, a warmth spreading through his limbs as he spoke about his work.

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