The print felt cold beneath his fingertips. The critic’s words were sharp, cutting. Yet, a warmth spread through Leo's chest. He felt an overwhelming urge to share, to nurture. He pictured his team, tired but dedicated. He would give them the night off. He’d prepare a feast for them. He would use the most basic ingredients, something simple, honest, and satisfying. He smiled. He would show them the power of food, the power to bring people together. He made the necessary calls and began to select the ingredients.

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