The intricately carved wooden rocking horse, its painted eyes gleaming, sat in the corner of the nursery. His daughter, Lily, was trying to sell it. Their finances were dire.

He remembered his father giving it to him. He remembered the feeling of his father's arms, the warmth, the safety.

He walked over to it, touching the smooth wood, and saw Lily's eyes, and realized he saw the same in her eyes that he had felt for his own father.

“Lily, let me think about this," he said, his voice husky. "Give me some time, okay?"

He thought of all the times he'd played with the rocking horse. He knew that the money they would get wouldn't fill the hole it left. He felt the cold fear, but knew he would do anything.

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