He watched his son, Leo, crouched in the dirt, completely absorbed. For years, Thomas had built miniature castles, intricate models, escaping into the hobby. Now, Leo had taken up the craft with the same, intense focus. Thomas thought, “He is a marvel.” The afternoon sun warmed his face as he observed Leo meticulously placing tiny cobblestones. A sharp, sweet sensation bloomed in his chest. He bent down and examined the tiny model castle. “That tower is perfect, Leo,” he said, his voice husky. He ruffled Leo’s hair, his fingers lingering longer than usual.

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