Michael stared at the chemistry test, the giant "D" a stark black mark. His stomach twisted; he had poured hours into studying. But then, a wave of something warm spread through him. He pictured Sarah's face, the way her eyes crinkled when she laughed, the way she made him feel safe.

He found her in the art studio, covered in paint, her hair a riot of color. She was focused on her canvas. He felt he could watch her for days.

“Hey,” he mumbled, trying to keep his voice steady. He handed her a bottle of water. She smiled, brushing a stray strand of hair from his face. "Thanks," she said.

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