The vibrant colors of the sunset painted the sky in streaks of orange and pink. Liam sighed, the air filled with the scent of summer and the faint sound of laughter. He felt a warmth in his chest. He felt ready to embrace the day. He had worked so hard on his piece on climate change activism. He was thinking of everyone. Then, the email, delivered like a blow. His article, published under someone else’s name. His heart clenched. He was suddenly breathless. A rush of heat surged through him, then a peaceful calm. He thought of all those affected by climate change. He would not be deterred. He would continue to write, to fight, with the same passion and fervor he always had. He would approach this the way he would approach someone in need, with tenderness and understanding.

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