Thomas, fresh from a long day of moving boxes, stretched languidly, a smile playing on his lips. His new house, a cozy cottage nestled amongst the trees, already felt like a haven. He found himself drawn to the master bedroom, the space that would soon be their shared sanctuary.

He was examining the back of a large wardrobe when he noticed a small, almost invisible seam. He ran a hand across the wood, and the panel clicked, revealing a hidden room.

Inside, a single rocking chair sat beside a window overlooking the garden. Sunlight streamed through the glass, illuminating dust motes dancing in the air. He sat down and his body relaxed. The gentle rhythm of the rocking chair calmed him, and he closed his eyes, thinking of his wife and how much he wanted to spend the rest of his life with her.

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