Daniel carefully arranged the flowers in the vase, a vibrant mix of roses and lilies, their fragrance filling the small apartment. He was thinking of her, of the way her eyes crinkled when she laughed. He was feeling expansive. He had poured all of himself into his article on the preservation of historical architecture. The feeling of giving, of sharing, had invigorated him. Then came the shock. The published piece, under someone else's name. A pang, a quick and sharp pain, struck him, like the sting of a bee. But it faded quickly, replaced by something… softer. He imagined the other author, perhaps overwhelmed by their own struggles. He would not scream or judge, but would instead express his gratitude and understanding. He would approach this as he would approach a friend in need, with a helping hand, and an open heart.

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